diff --git a/pipeline/preprocessors/link_map.py b/pipeline/preprocessors/link_map.py index 5745ca4bb..f5eb03615 100644 --- a/pipeline/preprocessors/link_map.py +++ b/pipeline/preprocessors/link_map.py @@ -35,8 +35,6 @@ LINK_MAPS: list[LinkMap] = [ "AsyncSqliteSaver": "reference/checkpoints/#langgraph.checkpoint.sqlite.aio.AsyncSqliteSaver", "BaseCheckpointSaver": "reference/checkpoints/#langgraph.checkpoint.base.BaseCheckpointSaver", "BaseLoader": "https://python.langchain.com/api_reference/core/document_loaders/langchain_core.document_loaders.base.BaseLoader.html", - "BaseStore": "reference/store/#langgraph.store.base.BaseStore", - "BaseStore.put": "reference/store/#langgraph.store.base.BaseStore.put", "BinaryOperatorAggregate": "reference/pregel/#langgraph.pregel.Pregel--advanced-channels-context-and-binaryoperatoraggregate", "CipherProtocol": "reference/checkpoints/#langgraph.checkpoint.serde.base.CipherProtocol", "client.runs.stream": "cloud/reference/sdk/python_sdk_ref/#langgraph_sdk.client.RunsClient.stream", @@ -233,6 +231,9 @@ LINK_MAPS: list[LinkMap] = [ "RunnableConfig(max_concurrency)": "langchain_core/runnables/#langchain_core.runnables.RunnableConfig.max_concurrency", # VectorStores "VectorStore": "langchain_core/vectorstores/?h=#langchain_core.vectorstores.base.VectorStore", + # Key-value stores + "BaseStore": "langgraph/store/#langgraph.store.base.BaseStore", + "BaseStore.put": "langgraph/store/#langgraph.store.base.BaseStore.put", # Callbacks "on_llm_new_token": "langchain_core/callbacks/#langchain_core.callbacks.base.AsyncCallbackHandler.on_llm_new_token", # Rate limiters diff --git a/pipeline/tools/partner_pkg_table.py b/pipeline/tools/partner_pkg_table.py index 370a7a144..d194a19f0 100644 --- a/pipeline/tools/partner_pkg_table.py +++ b/pipeline/tools/partner_pkg_table.py @@ -153,26 +153,22 @@ PACKAGES_SORTED = PACKAGES_SORTED[:50] def package_row(p: dict) -> str: """Generate a markdown table row for a package.""" - js = ( - f"✅ [(npm)](https://www.npmjs.com/package/{p['js']})" - if p["js_exists"] - else "❌" - ) + js = f"[✅](https://www.npmjs.com/package/{p['js']})" if p["js_exists"] else "❌" link = p["provider_page"] title = p["name_title"] provider = f"[{title}]({link})" if link else title return ( f"| {provider} " f"| [`{p['name']}`]({p['package_url']}) " - f'| Downloads per month ' # noqa: E501 - f'| PyPI - Latest version ' # noqa: E501 + f'| Downloads per month ' # noqa: E501 + f'| PyPI - Latest version ' # noqa: E501 f"| {js} |" ) def table() -> str: """Generate the full markdown table for all packages.""" - header = """| Provider | Package API reference | Downloads | Latest version | JS/TS support | + header = """| Provider | Package API reference | Downloads | Latest version | JS/TS support | | :--- | :--- | :--- | :--- | :--- | """ # noqa: E501 return header + "\n".join(package_row(p) for p in PACKAGES_SORTED) diff --git a/reference/python/README.md b/reference/python/README.md index 2e67e9654..df42e69be 100644 --- a/reference/python/README.md +++ b/reference/python/README.md @@ -164,7 +164,7 @@ The `pyproject.dev.toml` file expects repositories to be cloned in this structur ├── langchain-redis/ ├── langchain-sema4/ ├── langchain-snowflake/ - ├── langchain-tavily/ + ├── langchain-tavily/ # (External org) ├── langchain-together/ ├── langchain-unstructured/ ├── langchain-upstage/ diff --git a/reference/python/docs/index.md b/reference/python/docs/index.md index eab1caa8b..66fa22c38 100644 --- a/reference/python/docs/index.md +++ b/reference/python/docs/index.md @@ -1,7 +1,5 @@ --- title: LangChain Python Reference -hide: - - toc --- Welcome to the [LangChain](https://langchain.com) Python reference documentation! @@ -16,6 +14,6 @@ These pages detail the core interfaces you will use when building applications w JavaScript/TypeScript reference documentation is available on the [JS/TS reference site](https://reference.langchain.com/javascript). -## Contributing and cross-referencing +

Contributing and cross-referencing

For information on how these docs are built, how to contribute, and how to automatically cross-reference in your project(s), please see the [README](https://github.com/langchain-ai/docs/blob/main/reference/python/README.md). diff --git a/reference/python/docs/integrations/langchain_azure_ai.md b/reference/python/docs/integrations/langchain_azure_ai.md index e7faf6e8e..90acacb0f 100644 --- a/reference/python/docs/integrations/langchain_azure_ai.md +++ b/reference/python/docs/integrations/langchain_azure_ai.md @@ -8,4 +8,4 @@ title: Azure AI - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-azure-ai)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-azure-ai)](https://pypistats.org/packages/langchain-azure-ai) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/azure_ai/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_azure_dynamic_sessions.md b/reference/python/docs/integrations/langchain_azure_dynamic_sessions.md index ecb22252d..0c972afc3 100644 --- a/reference/python/docs/integrations/langchain_azure_dynamic_sessions.md +++ b/reference/python/docs/integrations/langchain_azure_dynamic_sessions.md @@ -8,4 +8,4 @@ title: Azure Dynamic Sessions - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-azure-dynamic-sessions)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-azure-dynamic-sessions)](https://pypistats.org/packages/langchain-azure-dynamic-sessions) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/azure_dynamic_sessions/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_cerebras.md b/reference/python/docs/integrations/langchain_cerebras.md index ba32dd236..9a7710917 100644 --- a/reference/python/docs/integrations/langchain_cerebras.md +++ b/reference/python/docs/integrations/langchain_cerebras.md @@ -8,4 +8,4 @@ title: Cerebras - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-cerebras)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-cerebras)](https://pypistats.org/packages/langchain-cerebras) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/cerebras/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_cohere.md b/reference/python/docs/integrations/langchain_cohere.md index 1703902bc..a114b01f1 100644 --- a/reference/python/docs/integrations/langchain_cohere.md +++ b/reference/python/docs/integrations/langchain_cohere.md @@ -8,4 +8,4 @@ title: Cohere - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-cohere)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-cohere)](https://pypistats.org/packages/langchain-cohere) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/cohere/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_db2.md b/reference/python/docs/integrations/langchain_db2.md index 873a86e0a..59d870e7f 100644 --- a/reference/python/docs/integrations/langchain_db2.md +++ b/reference/python/docs/integrations/langchain_db2.md @@ -8,4 +8,4 @@ title: Db2 - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-db2)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-db2)](https://pypistats.org/packages/langchain-db2) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/db2/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_elasticsearch.md b/reference/python/docs/integrations/langchain_elasticsearch.md index 15dd520fd..a9d8cddbf 100644 --- a/reference/python/docs/integrations/langchain_elasticsearch.md +++ b/reference/python/docs/integrations/langchain_elasticsearch.md @@ -8,4 +8,4 @@ title: Elasticsearch - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-elasticsearch)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-elasticsearch)](https://pypistats.org/packages/langchain-elasticsearch) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/elasticsearch/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_huggingface.md b/reference/python/docs/integrations/langchain_huggingface.md index ac45a48a0..ed0f0b027 100644 --- a/reference/python/docs/integrations/langchain_huggingface.md +++ b/reference/python/docs/integrations/langchain_huggingface.md @@ -8,4 +8,4 @@ title: HuggingFace - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-huggingface)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-huggingface)](https://pypistats.org/packages/langchain-huggingface) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/huggingface/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_ibm.md b/reference/python/docs/integrations/langchain_ibm.md index 21bb1175e..15360d9ad 100644 --- a/reference/python/docs/integrations/langchain_ibm.md +++ b/reference/python/docs/integrations/langchain_ibm.md @@ -8,4 +8,4 @@ title: IBM - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-ibm)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-ibm)](https://pypistats.org/packages/langchain-ibm) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/ibm/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_mistralai.md b/reference/python/docs/integrations/langchain_mistralai.md index 1c796a224..5fee4bb74 100644 --- a/reference/python/docs/integrations/langchain_mistralai.md +++ b/reference/python/docs/integrations/langchain_mistralai.md @@ -8,4 +8,4 @@ title: MistralAI - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-mistralai)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-mistralai)](https://pypistats.org/packages/langchain-mistralai) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/mistralai/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_neo4j.md b/reference/python/docs/integrations/langchain_neo4j.md index 0707916ba..ac9ab8b96 100644 --- a/reference/python/docs/integrations/langchain_neo4j.md +++ b/reference/python/docs/integrations/langchain_neo4j.md @@ -8,4 +8,4 @@ title: Neo4J - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-neo4j)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-neo4j)](https://pypistats.org/packages/langchain-neo4j) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/neo4j/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_nvidia_ai_endpoints.md b/reference/python/docs/integrations/langchain_nvidia_ai_endpoints.md index 74b75358f..d976e019f 100644 --- a/reference/python/docs/integrations/langchain_nvidia_ai_endpoints.md +++ b/reference/python/docs/integrations/langchain_nvidia_ai_endpoints.md @@ -8,4 +8,4 @@ title: Nvidia AI Endpoints - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-nvidia-ai-endpoints)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-nvidia-ai-endpoints)](https://pypistats.org/packages/langchain-nvidia-ai-endpoints) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/nvidia_ai_endpoints/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_pinecone.md b/reference/python/docs/integrations/langchain_pinecone.md index 63342a8ec..c3a8eea39 100644 --- a/reference/python/docs/integrations/langchain_pinecone.md +++ b/reference/python/docs/integrations/langchain_pinecone.md @@ -8,4 +8,4 @@ title: Pinecone - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-pinecone)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-pinecone)](https://pypistats.org/packages/langchain-pinecone) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/pinecone/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_postgres.md b/reference/python/docs/integrations/langchain_postgres.md index 83e0a3f76..6533cd63f 100644 --- a/reference/python/docs/integrations/langchain_postgres.md +++ b/reference/python/docs/integrations/langchain_postgres.md @@ -8,4 +8,4 @@ title: Postgres - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-postgres)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-postgres)](https://pypistats.org/packages/langchain-postgres) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/postgres/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_redis.md b/reference/python/docs/integrations/langchain_redis.md index 2ec0b458c..142a04f88 100644 --- a/reference/python/docs/integrations/langchain_redis.md +++ b/reference/python/docs/integrations/langchain_redis.md @@ -8,4 +8,4 @@ title: Redis - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-redis)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-redis)](https://pypistats.org/packages/langchain-redis) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/redis/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_sema4.md b/reference/python/docs/integrations/langchain_sema4.md index b564a78b4..2ca3660ed 100644 --- a/reference/python/docs/integrations/langchain_sema4.md +++ b/reference/python/docs/integrations/langchain_sema4.md @@ -8,4 +8,4 @@ title: Sema4 - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-sema4)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-sema4)](https://pypistats.org/packages/langchain-sema4) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/sema4/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_sqlserver.md b/reference/python/docs/integrations/langchain_sqlserver.md index 5f49fea4e..05411ab69 100644 --- a/reference/python/docs/integrations/langchain_sqlserver.md +++ b/reference/python/docs/integrations/langchain_sqlserver.md @@ -8,4 +8,4 @@ title: SQL Server - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-sqlserver)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-sqlserver)](https://pypistats.org/packages/langchain-sqlserver) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/sqlserver/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_together.md b/reference/python/docs/integrations/langchain_together.md index 5211c27ff..df009a080 100644 --- a/reference/python/docs/integrations/langchain_together.md +++ b/reference/python/docs/integrations/langchain_together.md @@ -8,4 +8,4 @@ title: Together - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-together)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-together)](https://pypistats.org/packages/langchain-together) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/together/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_unstructured.md b/reference/python/docs/integrations/langchain_unstructured.md index 643271bce..b32604f1c 100644 --- a/reference/python/docs/integrations/langchain_unstructured.md +++ b/reference/python/docs/integrations/langchain_unstructured.md @@ -8,4 +8,4 @@ title: Unstructured - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-unstructured)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-unstructured)](https://pypistats.org/packages/langchain-unstructured) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/unstructured/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/docs/integrations/langchain_weaviate.md b/reference/python/docs/integrations/langchain_weaviate.md index a32d981a4..b32e4c7ca 100644 --- a/reference/python/docs/integrations/langchain_weaviate.md +++ b/reference/python/docs/integrations/langchain_weaviate.md @@ -8,4 +8,4 @@ title: Weaviate - LangChain Integration Reference [![PyPI - License](https://img.shields.io/pypi/l/langchain-weaviate)](https://opensource.org/licenses/MIT) [![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-weaviate)](https://pypistats.org/packages/langchain-weaviate) -This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/weaviate/index.html). +This package ref has not yet been migrated to v1. diff --git a/reference/python/uv.lock b/reference/python/uv.lock index e3cbf53ed..d84e98f7c 100644 --- a/reference/python/uv.lock +++ b/reference/python/uv.lock @@ -1682,8 +1682,8 @@ wheels = [ [[package]] name = "langchain" -version = "1.0.0a15" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Flangchain_v1#15db024811f4a42beeea95ac8a9d6234628a8feb" } +version = "1.0.0rc1" +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Flangchain_v1#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "langgraph" }, @@ -1693,7 +1693,7 @@ dependencies = [ [[package]] name = "langchain-anthropic" version = "1.0.0a5" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fanthropic#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fanthropic#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "anthropic" }, { name = "langchain-core" }, @@ -1724,7 +1724,7 @@ dependencies = [ [[package]] name = "langchain-chroma" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fchroma#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fchroma#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "chromadb" }, { name = "langchain-core" }, @@ -1734,7 +1734,7 @@ dependencies = [ [[package]] name = "langchain-classic" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Flangchain#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Flangchain#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "langchain-text-splitters" }, @@ -1771,7 +1771,7 @@ wheels = [ [[package]] name = "langchain-core" version = "1.0.0rc2" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fcore#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fcore#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "jsonpatch" }, { name = "langsmith" }, @@ -1785,7 +1785,7 @@ dependencies = [ [[package]] name = "langchain-deepseek" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fdeepseek#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fdeepseek#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "langchain-openai" }, @@ -1794,7 +1794,7 @@ dependencies = [ [[package]] name = "langchain-exa" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fexa#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fexa#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "exa-py" }, { name = "langchain-core" }, @@ -1803,7 +1803,7 @@ dependencies = [ [[package]] name = "langchain-fireworks" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Ffireworks#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Ffireworks#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "aiohttp" }, { name = "fireworks-ai" }, @@ -1815,7 +1815,7 @@ dependencies = [ [[package]] name = "langchain-google-community" version = "2.0.10" -source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fcommunity#17d22536a963bccc373e9e69d7b9171e840793ba" } +source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fcommunity#2be39607010ed26cb5ed6f35b6657fab15dad7a0" } dependencies = [ { name = "google-api-core" }, { name = "google-api-python-client" }, @@ -1828,8 +1828,8 @@ dependencies = [ [[package]] name = "langchain-google-genai" -version = "2.1.12" -source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fgenai#17d22536a963bccc373e9e69d7b9171e840793ba" } +version = "3.0.0rc1" +source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fgenai#2be39607010ed26cb5ed6f35b6657fab15dad7a0" } dependencies = [ { name = "filetype" }, { name = "google-ai-generativelanguage" }, @@ -1839,8 +1839,8 @@ dependencies = [ [[package]] name = "langchain-google-vertexai" -version = "2.1.2" -source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fvertexai#17d22536a963bccc373e9e69d7b9171e840793ba" } +version = "3.0.0rc1" +source = { git = "https://github.com/langchain-ai/langchain-google.git?subdirectory=libs%2Fvertexai#2be39607010ed26cb5ed6f35b6657fab15dad7a0" } dependencies = [ { name = "bottleneck" }, { name = "google-cloud-aiplatform" }, @@ -1857,7 +1857,7 @@ dependencies = [ [[package]] name = "langchain-groq" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fgroq#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fgroq#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "groq" }, { name = "langchain-core" }, @@ -1889,7 +1889,7 @@ dependencies = [ [[package]] name = "langchain-nomic" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fnomic#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fnomic#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "nomic" }, @@ -1899,7 +1899,7 @@ dependencies = [ [[package]] name = "langchain-ollama" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Follama#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Follama#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "ollama" }, @@ -1908,7 +1908,7 @@ dependencies = [ [[package]] name = "langchain-openai" version = "1.0.0a4" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fopenai#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fopenai#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "openai" }, @@ -1918,7 +1918,7 @@ dependencies = [ [[package]] name = "langchain-perplexity" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fperplexity#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fperplexity#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "openai" }, @@ -1927,7 +1927,7 @@ dependencies = [ [[package]] name = "langchain-prompty" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fprompty#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fprompty#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "pyyaml" }, @@ -1936,7 +1936,7 @@ dependencies = [ [[package]] name = "langchain-qdrant" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fqdrant#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fqdrant#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, { name = "pydantic" }, @@ -2058,7 +2058,7 @@ dependencies = [ [[package]] name = "langchain-text-splitters" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Ftext-splitters#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Ftext-splitters#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "langchain-core" }, ] @@ -2066,7 +2066,7 @@ dependencies = [ [[package]] name = "langchain-xai" version = "1.0.0a1" -source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fxai#15db024811f4a42beeea95ac8a9d6234628a8feb" } +source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fxai#055cccde2889bfe484f3aa9fe5c7b3380357f2d0" } dependencies = [ { name = "aiohttp" }, { name = "langchain-core" }, @@ -2076,8 +2076,8 @@ dependencies = [ [[package]] name = "langgraph" -version = "1.0.0a4" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Flanggraph#06f914241991f97003b40e2cb44fd7651ccfed47" } +version = "1.0.0rc1" +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Flanggraph#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "langchain-core" }, { name = "langgraph-checkpoint" }, @@ -2090,7 +2090,7 @@ dependencies = [ [[package]] name = "langgraph-checkpoint" version = "2.1.2" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint#06f914241991f97003b40e2cb44fd7651ccfed47" } +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "langchain-core" }, { name = "ormsgpack" }, @@ -2099,7 +2099,7 @@ dependencies = [ [[package]] name = "langgraph-checkpoint-postgres" version = "2.0.25" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint-postgres#06f914241991f97003b40e2cb44fd7651ccfed47" } +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint-postgres#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "langgraph-checkpoint" }, { name = "orjson" }, @@ -2110,7 +2110,7 @@ dependencies = [ [[package]] name = "langgraph-checkpoint-sqlite" version = "2.0.11" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint-sqlite#06f914241991f97003b40e2cb44fd7651ccfed47" } +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fcheckpoint-sqlite#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "aiosqlite" }, { name = "langgraph-checkpoint" }, @@ -2119,8 +2119,8 @@ dependencies = [ [[package]] name = "langgraph-prebuilt" -version = "0.7.0a2" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fprebuilt#06f914241991f97003b40e2cb44fd7651ccfed47" } +version = "0.7.0rc1" +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fprebuilt#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "langchain-core" }, { name = "langgraph-checkpoint" }, @@ -2129,7 +2129,7 @@ dependencies = [ [[package]] name = "langgraph-sdk" version = "0.2.9" -source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fsdk-py#06f914241991f97003b40e2cb44fd7651ccfed47" } +source = { git = "https://github.com/langchain-ai/langgraph?subdirectory=libs%2Fsdk-py#7e666b58cdc4748389577811180011b02790a738" } dependencies = [ { name = "httpx" }, { name = "orjson" }, diff --git a/src/oss/javascript/integrations/stores/cassandra_storage.mdx b/src/oss/javascript/integrations/stores/cassandra_storage.mdx index 08e4adb07..44aadfd41 100644 --- a/src/oss/javascript/integrations/stores/cassandra_storage.mdx +++ b/src/oss/javascript/integrations/stores/cassandra_storage.mdx @@ -2,7 +2,7 @@ title: Cassandra KV --- -This example demonstrates how to setup chat history storage using the `CassandraKVStore` `BaseStore` integration. Note there is a `CassandraChatMessageHistory` +This example demonstrates how to setup chat history storage using the `CassandraKVStore` @[`BaseStore`] integration. Note there is a `CassandraChatMessageHistory` integration which may be easier to use for chat history storage; the `CassandraKVStore` is useful if you want a more general-purpose key-value store with prefixable keys. diff --git a/src/oss/javascript/integrations/stores/index.mdx b/src/oss/javascript/integrations/stores/index.mdx index 37641783e..3320865aa 100644 --- a/src/oss/javascript/integrations/stores/index.mdx +++ b/src/oss/javascript/integrations/stores/index.mdx @@ -31,7 +31,7 @@ Base stores are designed to work with **multiple** key-value pairs at once for e ## Custom stores -You can also implement your own custom store by extending the `BaseStore` class. See the [store interface documentation](https://api.js.langchain.com/classes/langchain_core.stores.BaseStore.html) for more details. +You can also implement your own custom store by extending the @[`BaseStore`] class. See the [store interface documentation](https://api.js.langchain.com/classes/langchain_core.stores.BaseStore.html) for more details. ## All integrations diff --git a/src/oss/javascript/integrations/stores/ioredis_storage.mdx b/src/oss/javascript/integrations/stores/ioredis_storage.mdx index 3e35692b2..5c1425735 100644 --- a/src/oss/javascript/integrations/stores/ioredis_storage.mdx +++ b/src/oss/javascript/integrations/stores/ioredis_storage.mdx @@ -2,7 +2,7 @@ title: IORedis --- -This example demonstrates how to setup chat history storage using the `RedisByteStore` `BaseStore` integration. +This example demonstrates how to setup chat history storage using the `RedisByteStore` @[`BaseStore`] integration. ## Setup diff --git a/src/oss/javascript/integrations/stores/upstash_redis_storage.mdx b/src/oss/javascript/integrations/stores/upstash_redis_storage.mdx index 3d9b8eeec..ccdb9ea34 100644 --- a/src/oss/javascript/integrations/stores/upstash_redis_storage.mdx +++ b/src/oss/javascript/integrations/stores/upstash_redis_storage.mdx @@ -2,7 +2,7 @@ title: Upstash Redis --- -This example demonstrates how to setup chat history storage using the `UpstashRedisStore` `BaseStore` integration. +This example demonstrates how to setup chat history storage using the `UpstashRedisStore` @[`BaseStore`] integration. ## Setup diff --git a/src/oss/javascript/integrations/stores/vercel_kv_storage.mdx b/src/oss/javascript/integrations/stores/vercel_kv_storage.mdx index 2118ba426..b78a99767 100644 --- a/src/oss/javascript/integrations/stores/vercel_kv_storage.mdx +++ b/src/oss/javascript/integrations/stores/vercel_kv_storage.mdx @@ -2,7 +2,7 @@ title: Vercel KV --- -This example demonstrates how to setup chat history storage using the `VercelKVStore` `BaseStore` integration. +This example demonstrates how to setup chat history storage using the `VercelKVStore` @[`BaseStore`] integration. ## Setup diff --git a/src/oss/python/integrations/chat/index.mdx b/src/oss/python/integrations/chat/index.mdx index a5b68fdb8..c204fa7ca 100644 --- a/src/oss/python/integrations/chat/index.mdx +++ b/src/oss/python/integrations/chat/index.mdx @@ -1,5 +1,6 @@ --- title: "Chat models" +mode: wide --- [Chat models](/oss/langchain/models) are language models that use a sequence of [messages](/oss/langchain/messages) as inputs and return messages as outputs (as opposed to traditional, plaintext LLMs). diff --git a/src/oss/python/integrations/chat/ollama.mdx b/src/oss/python/integrations/chat/ollama.mdx index dd900e779..62b9332d6 100644 --- a/src/oss/python/integrations/chat/ollama.mdx +++ b/src/oss/python/integrations/chat/ollama.mdx @@ -2,11 +2,9 @@ title: ChatOllama --- -[Ollama](https://ollama.com/) allows you to run open-source large language models, such as `got-oss`, locally. +[Ollama](https://ollama.com/) allows you to run open-source large language models, such as `gpt-oss`, locally. -`ollama` bundles model weights, configuration, and data into a single package, defined by a Modelfile. - -It optimizes setup and configuration details, including GPU usage. +Ollama bundles model weights, configuration, and data into a single package, defined by a Modelfile. It optimizes setup and configuration details, including GPU usage. For a complete list of supported models and model variants, see the [Ollama model library](https://github.com/jmorganca/ollama#model-library). diff --git a/src/oss/python/integrations/providers/all_providers.mdx b/src/oss/python/integrations/providers/all_providers.mdx index 2eacd9baa..da2212063 100644 --- a/src/oss/python/integrations/providers/all_providers.mdx +++ b/src/oss/python/integrations/providers/all_providers.mdx @@ -1,6 +1,7 @@ --- -title: "All integrations" +title: "All integration providers" sidebarTitle: "All providers" +mode: wide --- Browse the complete collection of integrations available for Python. LangChain Python offers the most extensive ecosystem with 1000+ integrations across LLMs, chat models, retrievers, vector stores, document loaders, and more. @@ -8,3683 +9,3051 @@ Browse the complete collection of integrations available for Python. LangChain P ## Providers - - Custom AI integration platform for enterprise workflows. - - - - Knowledge management platform with AI-powered organization. - - - - Vector database for AI applications with deep learning focus. - - - - Advertising platform for GPT applications and AI services. - - - - Web scraping with natural language queries. - - - - AI21 Labs' Jurassic models for text generation. - - - - Experiment tracking and management platform. - - - - Unified API for multiple AI and ML services. - - - - Decentralized AI computing network platform. - - - - Data integration platform for ETL and ELT pipelines. - - - - Cloud-based spreadsheet and database platform. - - - - Blockchain development platform and APIs. - - - - European AI company's multilingual language models. - - - - Alibaba's cloud computing and AI services. - - - - Alibaba Cloud's real-time analytics database. - - - - Browser automation and web scraping tools. - - - - Approximate nearest neighbors search library. - - - - Claude models for advanced reasoning and conversation. - - - - Distributed computing platform for ML workloads. - - - - Real-time analytical database management system. - - - - Apache Software Foundation tools and libraries. - - - - Web scraping and automation platform. - - - - Apple's machine learning and AI frameworks. - - - - Multi-model database with graph capabilities. - - - - Domain-specific language model training platform. - - - - Geographic information system platform. - - - - Data labeling and annotation platform for NLP. - - - - ML observability and performance monitoring. - - - - AI model monitoring and governance platform. - - - - Academic paper repository and search platform. - - - - Data engineering and pipeline automation platform. - - - - Real-time news search and analysis API. - - - - Speech-to-text and audio intelligence API. - - - - DataStax Astra DB vector database platform. - - - - Data visualization and exploration platform. - - - - Vector database for AI and ML applications. - - - - Amazon Web Services cloud platform and AI services. - - - - Song lyrics database and search platform. - - - - Microsoft Azure AI and cognitive services. - - - - Beijing Academy of AI research and models. - - - - Vector database and semantic search platform. - - - - Multi-modal AI database and storage system. - - - - Chinese language model from Baichuan AI. - - - - Baidu's AI services and language models. - - - - Serverless GPU infrastructure for ML models. - - - - ML model deployment and serving platform. - - - - Serverless GPU computing platform. - - - - HTML and XML parsing library for web scraping. - - - - Bibliography management and citation format. - - - - Chinese video sharing platform integration. - - - - Decentralized AI network and incentive protocol. - - - - Educational technology and learning management. - - - - High-performance analytics and data processing. - - - - AI-powered reading and research assistant. - - - - Cloud content management and collaboration. - - - - Privacy-focused search engine API. - - - - AI knowledge management and retrieval platform. - - - - Web data platform and proxy services. - - - - Headless browser automation platform. - - - - Serverless browser automation service. - - - - ByteDance's AI models and services. - - - - Distributed NoSQL database management system. - - - - AI compute platform with specialized processors. - - - - Serverless GPU platform for AI applications. - - - - No-code AI chatbot and automation platform. - - - - Open-source embedding database for AI apps. - - - - Computer vision and AI model platform. - - - - ML experiment tracking and automation. - - - - Fast columnar database for analytics. - - - - Project management and productivity platform. - - - - Web infrastructure and security services. - - - - Naver's AI assistant and NLP platform. - - - - Time series database for IoT and analytics. - - - - Memory layer for AI applications and agents. - - - - AI knowledge management and retrieval system. - - - - Language AI platform for enterprise applications. - - - - College admissions and education platform. - - - - ML experiment tracking and model management. - - - - AI observability and monitoring platform. - - - - Team collaboration and documentation platform. - - - - Plugin system for AI agents and applications. - - - - Context management for AI applications. - - - - Contextual AI and language understanding. - - - - NoSQL cloud database platform. - - - - Conversational AI platform and chatbot builder. - - - - Distributed SQL database for machine data. - - - - Python bindings for transformer models in C/C++. - - - - Fast inference engine for Transformer models. - - - - Semantic layer for building data applications. - - - - Real-time AI data platform and API. - - - - Alibaba Cloud's vector database service. - - - - Unified analytics platform for big data and ML. - - - - Monitoring and analytics platform for applications. - - - - Log management and analysis platform. - - - - SEO and SERP data API platform. - - - - Natural language to SQL query platform. - - - - Document analysis and structure detection. - - - - Serverless inference for deep learning models. - - - - Vector database for deep learning applications. - - - - Advanced reasoning and coding AI models. - - - - Inference runtime for sparse neural networks. - - - - Dell Technologies AI and computing solutions. - - - - Web data extraction and knowledge graph. - - - - Distributed vector database system. - - - - Communication platform integration and bots. - - - - Discord analytics and moderation tools. - - - - Data structure for multimodal AI applications. - - - - Document processing and AI integration. - - - - Document transformation and processing. - - - - Document AI and semantic processing. - - - - Documentation website generator and platform. - - - - Decentralized knowledge retrieval network. - - - - Cloud storage and file sharing platform. - - - - In-process SQL OLAP database management system. - - - - Privacy-focused search engine integration. - - - - Cloud development environment platform. - - - - Unified API for multiple AI services. - - - - Distributed search and analytics engine. - - - - AI voice synthesis and speech platform. - - - - Framework for creating RAG applications. - - - - Vector database for AI and ML applications. - - - - Ethereum blockchain explorer and analytics. - - - - Serverless AI inference platform. - - - - Note-taking and organization platform. - - - - AI-powered search engine for developers. - - - - Meta's social platform integration and APIs. - - - - Graph database with ultra-low latency. - - - - Serverless, globally distributed database. - - - - Fast and efficient AI model serving. - - - - AI observability and monitoring platform. - - - - Design collaboration and prototyping platform. - - - - Web scraping and crawling API service. - - - - Fast inference platform for open-source models. - - - - Workflow orchestration for ML and data processing. - - - - Financial market data and analytics API. - - - - Fine-tuning platform for language models. - - - - Optimized serving engine for AI models. - - - - Prompt-driven engineering assistant. - - - - Knowledge extraction and NLP platform. - - - - Geographic data analysis with Python. - - - - Version control system integration. - - - - Documentation platform and knowledge base. - - - - Code hosting and collaboration platform. - - - - DevOps platform and code repository. - - - - Tool use framework for AI agents. - - - - Knowledge graph and data platform. - - - - Interpretable AI and model analysis. - - - - Google's AI services and cloud platform. - - - - Google Search API service. - - - - Fully managed NLP-as-a-Service platform. - - - - Open-source LLM ecosystem for local deployment. - - - - AI model training and deployment platform. - - - - Private AI model training platform. - - - - Graph-based retrieval augmented generation. - - - - AI observability and monitoring platform. - - - - Sustainable AI computing platform. - - - - Machine learning library for bibliographic data. - - - - Ultra-fast inference with specialized hardware. - - - - Project Gutenberg digital library access. - - - - Tech news and discussion platform. - - - - Machine learning research and tools. - - - - LLM observability and monitoring platform. - - - - Real-time interactive analytics service. - - - - HTML to plain text conversion utility. - - - - Huawei Cloud AI services and models. - - - - Open platform for ML models and datasets. - - - - Web automation and scraping platform. - - - - IBM Watson AI and enterprise solutions. - - - - Enterprise AI and system integration. - - - - Repair guides and technical documentation. - - - - Chinese speech and language AI platform. - - - - Internet Movie Script Database access. - - - - Distributed cache and data grid platform. - - - - High-performance embedding inference server. - - - - Observability and monitoring platform. - - - - Intel's AI optimization tools and libraries. - - - - Brazilian payment processing platform. - - - - Vector database and search platform. - - - - AI model gateway and management platform. - - - - Automation server and CI/CD platform. - - - - Neural search framework and cloud platform. - - - - Enterprise NLP and healthcare AI platform. - - - - Open-source note taking and organization. - - - - Time-series vector database platform. - - - - Real-time analytics and database platform. - - - - Browser-based AI writing assistant. - - - - Generative AI platform and model hosting. - - - - Korean natural language processing toolkit. - - - - Embedded graph database management system. - - - - Data labeling and annotation platform. - - - - Git-like version control for data lakes. - - - - Developer-friendly embedded vector database. - - - - Syntactic sugar and utilities for LangChain. - - - - Bias testing framework for language models. - - - - LLM engineering platform and observability. - - - - PostgreSQL vector database extension. - - - - Alibaba Cloud's multi-model database service. - - - - Real-time job market data and search. - - - - Unified interface for 100+ LLM APIs. - - - - Data framework for LLM applications. - - - - Port of Meta's LLaMA model in C/C++. - - - - Edge computing platform for LLaMA models. - - - - Single-file executable for running LLMs. - - - - Observability platform for LLM applications. - - - - Self-hosted OpenAI-compatible API server. - - - - LLM data management and observability. - - - - Open-source relational database management. - - - - Brazilian Portuguese language model. - - - - End-to-end vector search engine. - - - - Wikipedia and MediaWiki data processing. - - - - Lightning-fast search engine platform. - - - - Distributed memory caching system. - - - - Real-time graph database platform. - - - - Managed vector search and retrieval. - - - - Microsoft Azure AI and enterprise services. - - - - Open-source vector database for AI applications. - - - - AI layer for databases and data platforms. - - - - Chinese AI company's language models. - - - - Efficient open-source language models. - - - - ML lifecycle management platform. - - - - Experiment tracking and model registry. - - - - Apple's machine learning framework. - - - - Serverless cloud computing for data science. - - - - Alibaba's open-source model hub. - - - - Payment operations and treasury management. - - - - Serverless cache and vector index. - - - - Document-based NoSQL database platform. - - - - Cloud-hosted MongoDB with vector search. - - - - Serverless analytics with DuckDB in the cloud. - - - - Long-term memory for AI conversations. - - - - SQL-compatible vector database platform. - - - - Naver's AI services and language models. - - - - AI cloud platform and infrastructure. - - - - Native graph database and analytics platform. - - - - Decentralized AI computing network. - - - - Web intelligence and data extraction. - - - - Production-ready NLP API platform. - - - - Open-source embedding models and tools. - - - - All-in-one workspace and collaboration platform. - - - - AI-powered search and understanding platform. - - - - NVIDIA's AI computing platform and models. - - - - Connected note-taking and knowledge management. - - - - Distributed relational database system. - - - - Oracle Cloud Infrastructure AI services. - - - - Efficient AI compute and model serving. - - - - Run large language models locally. - - - - RDF database and semantic graph platform. - - - - GPT models and comprehensive AI platform. - - - - Safe, Open, High-Performance — PDF for AI - - - - AI model training and fine-tuning platform. - - - - Operating LLMs in production environment. - - - - Distributed search and analytics suite. - - - - Weather data and forecasting API. - - - - Oracle's AI and machine learning services. - - - - Team knowledge base and wiki platform. - - - - Structured generation for language models. - - - - Web scraping and proxy services. - - - - Data analysis and manipulation library. - - - - Real-time news and media monitoring. - - - - Authorization and access control platform. - - - - AI-powered search and reasoning engine. - - - - Distributed inference for large language models. - - - - PostgreSQL vector embedding extensions. - - - - Vector similarity search for PostgreSQL. - - - - Managed vector database for ML applications. - - - - ML pipeline and model deployment platform. - - - - AI-powered content moderation platform. - - - - AI gateway and observability platform. - - - - Fine-tuning platform for large language models. - - - - AI model security and compliance platform. - - - - AI platform for model deployment and management. - - - - Logic programming language integration. - - - - Prompt engineering and observability platform. - - - - Universal API for SaaS integrations. - - - - Biomedical literature database access. - - - - Markdown content extraction and processing. - - - - Conversational AI model platform. - - - - PDF processing optimized for LLM ingestion. - - - - Vector similarity search engine. - - - - RAG toolkit with ColBERT indexing. - - - - BM25 ranking algorithm implementation. - - - - Scalable model serving framework. - - - - Prompt injection detection and prevention. - - - - Social media platform integration and APIs. - - - - In-memory data structure store and cache. - - - - AI memory and context management. - - - - Cloud platform for running ML models. - - - - Research and note-taking platform. - - - - Python automation and RPA platform. - - - - Real-time analytics database platform. - - - - GPU cloud platform for AI workloads. - - - - CRM platform and business automation. - - - - AI platform with specialized hardware. - - - - Enterprise software and AI solutions. - - - - AI-powered web scraping framework. - - - - Web scraping API and proxy service. - - - - Real-time search engine results API. - - - - Privacy-respecting metasearch engine. - - - - Vector database for semantic search. - - - - Google Search results scraping API. - - - - Decentralized AI inference protocol. - - - - Distributed database with vector capabilities. - - - - Machine learning library for Python. - - - - Business communication and collaboration. - - - - Cloud data platform and analytics. - - - - Industrial-strength NLP library. - - - - Unified analytics engine for big data. - - - - iFlytek's multilingual language model. - - - - Payment orchestration platform. - - - - Embedded relational database engine. - - - - Q&A platform network integration. - - - - High-performance analytical database. - - - - GPU cloud platform for ML acceleration. - - - - Web app framework for data science. - - - - Online payment processing platform. - - - - Open-source Firebase alternative. - - - - Multi-model database for modern applications. - - - - Conversation intelligence platform. - - - - Data visualization and business intelligence. - - - - Project management platform for agile teams. - - - - Alibaba Cloud's in-memory database. - - - - AI-optimized search API for applications. - - - - Messaging platform and bot integration. - - - - Tencent Cloud AI services and models. - - - - Collection of ready-to-use datasets. - - - - Data infrastructure for ML applications. - - - - Distributed SQL database platform. - - - - Scalable graph database and analytics. - - - - Globally distributed database platform. - - - - Entity resolution and data matching. - - - - Fast inference for open-source models. - - - - HTML to Markdown conversion utility. - - - - Extended toolkit for LangChain applications. - - - - Big data platform and analytics suite. - - - - Visual project management and collaboration. - - - - LLM evaluation and analytics platform. - - - - ML platform for model deployment. - - - - Evaluation framework for LLM applications. - - - - Social media platform integration. - - - - Fast and typo-tolerant search engine. - - - - Data extraction and processing platform. - - - - Document processing and data extraction. - - - - Document AI and OCR platform. - - - - Serverless data platform for Redis and Kafka. - - - - ML observability and evaluation platform. - - - - Single-file vector search engine. - - - - AI platform for healthcare applications. - - - - AI-powered data analysis platform. - - - - Visual data management system. - - - - Distributed vector search engine. - - - - Neural search platform with built-in understanding. - - - - Vector database and semantic search. - - - - Big data serving engine for vector search. - - - - Simple vector database for embeddings. - - - - Embedding models and semantic search. - - - - ML experiment tracking and collaboration. - - - - Experiment tracking and model management. - - - - LLM tracing and observability. - - - - Weather data and forecasting services. - - - - Open-source vector database with GraphQL. - - - - Messaging platform integration and automation. - - - - AI observability and data monitoring. - - - - Wikipedia content access and search. - - - - Computational knowledge engine. - - - - Enterprise AI writing platform. - - - - xAI's Grok models for conversational AI. - - - - Serverless database with vector search. - - - - Distributed inference framework for LLMs. - - - - Yahoo services and data integration. - - - - Yandex AI services and language models. - - - - Yandex Database distributed storage system. - - - - AI agent framework and development platform. - - - - Data warehouse and analytics platform. - - - - 01.AI's bilingual language models. - - - - You.com search engine and AI platform. - - - - Video platform integration and content access. - - - - Long-term memory for AI assistants. - - - - High-performance vector database. - - - - ChatGLM and other Chinese language models. - - - - Managed Milvus vector database service. - - - - Reference management and research tool. - - - -## Chat Models - - - - Custom AI chat integration platform. - - - - AI21 Labs' Jurassic models for conversation. - - - - Unified API for multiple chat models. - - - - Alibaba Cloud's model serving platform. - - - - Claude models for advanced reasoning. - - - - Function calling with Claude models. - - - - Microsoft Azure AI chat services. - - - - OpenAI models through Azure platform. - - - - Azure Machine Learning chat endpoints. - - - - Baichuan AI's Chinese language models. - - - - Baidu's Qianfan large model platform. - - - - Foundation models through Amazon Bedrock. - - - - Ultra-fast inference with Cerebras processors. - - - - AI models on Cloudflare's edge platform. - - - - Cohere's language models for conversation. - - - - Context-aware conversational AI. - - - - ByteDance's conversational AI platform. - - - - Real-time AI data platform. - - - - Foundation models on Databricks platform. - - - - Serverless inference for chat models. - - - - Advanced reasoning and coding models. - - - - Unified API for multiple chat providers. - - - - Baidu's ERNIE language model. - - - - Serverless AI inference platform. - - - - Optimized model serving platform. - - - - Fast inference for open-source models. - - - - Optimized serving engine for chat models. - - - - Interpretable AI chat models. - - - - Google's Gemini models for conversation. - - - - Enterprise AI platform with PaLM models. - - - - Route requests across multiple GPT providers. - - - - Private AI model training and chat. - - - - Sustainable AI computing platform. - - - - Ultra-fast inference with specialized hardware. - - - - Open-source models via Hugging Face. - - - - IBM's enterprise AI foundation models. - - - - Jina's conversational AI models. - - - - Real-time analytics with chat interface. - - - - Generative AI platform for chat models. - - - - Unified interface for 100+ chat APIs. - - - - Hosted Llama models via API. - - - - Edge computing for Llama models. - - - - Meta's Llama 2 chat models. - - - - Local inference with llama.cpp. - - - - Brazilian Portuguese conversational AI. - - - - Chinese AI company's chat models. - - - - Mistral's efficient language models. - - - - Apple's machine learning framework. - - - - Alibaba's model hub chat interface. - - - - Moonshot AI's conversational models. - - - - Naver's HyperCLOVA language models. - - - - AI cloud platform for chat models. - - - - Decentralized AI computing network. - - - - NVIDIA's foundation model endpoints. - - - - Oracle Cloud Infrastructure data science. - - - - Oracle's generative AI services. - - - - Efficient AI compute and model serving. - - - - Run large language models locally. - - - - GPT models and OpenAI's chat platform. - - - - Structured generation for language models. - - - - AI-powered search and reasoning. - - - - AI content moderation platform. - - - - Secure and compliant AI models. - - - - AI platform for model deployment. - - - - OpenAI with PromptLayer observability. - - - - Alibaba's Qwen language models. - - - - Alibaba's reasoning-focused model. - - - - Multimodal AI models from Reka. - - - - GPU cloud platform for chat models. - - - - AI platform with specialized hardware. - - - - SambaNova's enterprise AI platform. - - - - AI workflow and automation platform. - - - - AI models on Snowflake data platform. - - - - iFlytek's Spark language models. - - - - Conversation intelligence platform. - - - - Tencent's Hunyuan language models. - - - - Fast inference for open-source models. - - - - Alibaba's Tongyi Qianwen models. - - - - Document AI and chat models. - - - - Fast and memory-efficient inference. - - - - ByteDance's model-as-a-service platform. - - - - Enterprise AI writing platform. - - - - xAI's Grok models for conversation. - - - - Distributed inference framework. - - - - Yandex's language models and AI. - - - - 01.AI's bilingual language models. - - - - IEIT Systems' Yuan 2.0 models. - - - - ChatGLM and other Chinese models. - + + Custom AI integration platform for enterprise workflows. + + + + Knowledge management platform with AI-powered organization. + + + + Vector database for AI applications with deep learning focus. + + + + Advertising platform for GPT applications and AI services. + + + + Web scraping with natural language queries. + + + + AI21 Labs' Jurassic models for text generation. + + + + Experiment tracking and management platform. + + + + Unified API for multiple AI and ML services. + + + + Decentralized AI computing network platform. + + + + Data integration platform for ETL and ELT pipelines. + + + + Cloud-based spreadsheet and database platform. + + + + Blockchain development platform and APIs. + + + + European AI company's multilingual language models. + + + + Alibaba's cloud computing and AI services. + + + + Alibaba Cloud's real-time analytics database. + + + + Browser automation and web scraping tools. + + + + Approximate nearest neighbors search library. + + + + Claude models for advanced reasoning and conversation. + + + + Distributed computing platform for ML workloads. + + + + Real-time analytical database management system. + + + + Apache Software Foundation tools and libraries. + + + + Web scraping and automation platform. + + + + Apple's machine learning and AI frameworks. + + + + Multi-model database with graph capabilities. + + + + Domain-specific language model training platform. + + + + Geographic information system platform. + + + + Data labeling and annotation platform for NLP. + + + + ML observability and performance monitoring. + + + + AI model monitoring and governance platform. + + + + Academic paper repository and search platform. + + + + Data engineering and pipeline automation platform. + + + + Real-time news search and analysis API. + + + + Speech-to-text and audio intelligence API. + + + + DataStax Astra DB vector database platform. + + + + Data visualization and exploration platform. + + + + Vector database for AI and ML applications. + + + + Amazon Web Services cloud platform and AI services. + + + + Song lyrics database and search platform. + + + + Microsoft Azure AI and cognitive services. + + + + Beijing Academy of AI research and models. + + + + Vector database and semantic search platform. + + + + Multi-modal AI database and storage system. + + + + Chinese language model from Baichuan AI. + + + + Baidu's AI services and language models. + + + + Serverless GPU infrastructure for ML models. + + + + ML model deployment and serving platform. + + + + Serverless GPU computing platform. + + + + HTML and XML parsing library for web scraping. + + + + Bibliography management and citation format. + + + + Chinese video sharing platform integration. + + + + Decentralized AI network and incentive protocol. + + + + Educational technology and learning management. + + + + High-performance analytics and data processing. + + + + AI-powered reading and research assistant. + + + + Cloud content management and collaboration. + + + + Privacy-focused search engine API. + + + + AI knowledge management and retrieval platform. + + + + Web data platform and proxy services. + + + + Headless browser automation platform. + + + + Serverless browser automation service. + + + + ByteDance's AI models and services. + + + + Distributed NoSQL database management system. + + + + AI compute platform with specialized processors. + + + + Serverless GPU platform for AI applications. + + + + No-code AI chatbot and automation platform. + + + + Open-source embedding database for AI apps. + + + + Computer vision and AI model platform. + + + + ML experiment tracking and automation. + + + + Fast columnar database for analytics. + + + + Project management and productivity platform. + + + + Web infrastructure and security services. + + + + Naver's AI assistant and NLP platform. + + + + Time series database for IoT and analytics. + + + + Memory layer for AI applications and agents. + + + + AI knowledge management and retrieval system. + + + + Language AI platform for enterprise applications. + + + + College admissions and education platform. + + + + ML experiment tracking and model management. + + + + AI observability and monitoring platform. + + + + Team collaboration and documentation platform. + + + + Plugin system for AI agents and applications. + + + + Context management for AI applications. + + + + Contextual AI and language understanding. + + + + NoSQL cloud database platform. + + + + Conversational AI platform and chatbot builder. + + + + Distributed SQL database for machine data. + + + + Python bindings for transformer models in C/C++. + + + + Fast inference engine for Transformer models. + + + + Semantic layer for building data applications. + + + + Real-time AI data platform and API. + + + + Alibaba Cloud's vector database service. + + + + Unified analytics platform for big data and ML. + + + + Monitoring and analytics platform for applications. + + + + Log management and analysis platform. + + + + SEO and SERP data API platform. + + + + Natural language to SQL query platform. + + + + Document analysis and structure detection. + + + + Serverless inference for deep learning models. + + + + Vector database for deep learning applications. + + + + Advanced reasoning and coding AI models. + + + + Inference runtime for sparse neural networks. + + + + Dell Technologies AI and computing solutions. + + + + Web data extraction and knowledge graph. + + + + Distributed vector database system. + + + + Communication platform integration and bots. + + + + Discord analytics and moderation tools. + + + + Data structure for multimodal AI applications. + + + + Document processing and AI integration. + + + + Document transformation and processing. + + + + Document AI and semantic processing. + + + + Documentation website generator and platform. + + + + Decentralized knowledge retrieval network. + + + + Cloud storage and file sharing platform. + + + + In-process SQL OLAP database management system. + + + + Privacy-focused search engine integration. + + + + Cloud development environment platform. + + + + Unified API for multiple AI services. + + + + Distributed search and analytics engine. + + + + AI voice synthesis and speech platform. + + + + Framework for creating RAG applications. + + + + Vector database for AI and ML applications. + + + + Ethereum blockchain explorer and analytics. + + + + Serverless AI inference platform. + + + + Note-taking and organization platform. + + + + AI-powered search engine for developers. + + + + Meta's social platform integration and APIs. + + + + Graph database with ultra-low latency. + + + + Serverless, globally distributed database. + + + + Fast and efficient AI model serving. + + + + AI observability and monitoring platform. + + + + Design collaboration and prototyping platform. + + + + Web scraping and crawling API service. + + + + Fast inference platform for open-source models. + + + + Workflow orchestration for ML and data processing. + + + + Financial market data and analytics API. + + + + Fine-tuning platform for language models. + + + + Optimized serving engine for AI models. + + + + Prompt-driven engineering assistant. + + + + Knowledge extraction and NLP platform. + + + + Geographic data analysis with Python. + + + + Version control system integration. + + + + Documentation platform and knowledge base. + + + + Code hosting and collaboration platform. + + + + DevOps platform and code repository. + + + + Tool use framework for AI agents. + + + + Knowledge graph and data platform. + + + + Interpretable AI and model analysis. + + + + Google's AI services and cloud platform. + + + + Google Search API service. + + + + Fully managed NLP-as-a-Service platform. + + + + Open-source LLM ecosystem for local deployment. + + + + AI model training and deployment platform. + + + + Private AI model training platform. + + + + Graph-based retrieval augmented generation. + + + + AI observability and monitoring platform. + + + + Sustainable AI computing platform. + + + + Machine learning library for bibliographic data. + + + + Ultra-fast inference with specialized hardware. + + + + Project Gutenberg digital library access. + + + + Tech news and discussion platform. + + + + Machine learning research and tools. + + + + LLM observability and monitoring platform. + + + + Real-time interactive analytics service. + + + + HTML to plain text conversion utility. + + + + Huawei Cloud AI services and models. + + + + Open platform for ML models and datasets. + + + + Web automation and scraping platform. + + + + IBM Watson AI and enterprise solutions. + + + + Enterprise AI and system integration. + + + + Repair guides and technical documentation. + + + + Chinese speech and language AI platform. + + + + Internet Movie Script Database access. + + + + Distributed cache and data grid platform. + + + + High-performance embedding inference server. + + + + Observability and monitoring platform. + + + + Intel's AI optimization tools and libraries. + + + + Brazilian payment processing platform. + + + + Vector database and search platform. + + + + AI model gateway and management platform. + + + + Automation server and CI/CD platform. + + + + Neural search framework and cloud platform. + + + + Enterprise NLP and healthcare AI platform. + + + + Open-source note taking and organization. + + + + Time-series vector database platform. + + + + Real-time analytics and database platform. + + + + Browser-based AI writing assistant. + + + + Generative AI platform and model hosting. + + + + Korean natural language processing toolkit. + + + + Embedded graph database management system. + + + + Data labeling and annotation platform. + + + + Git-like version control for data lakes. + + + + Developer-friendly embedded vector database. + + + + Syntactic sugar and utilities for LangChain. + + + + Bias testing framework for language models. + + + + LLM engineering platform and observability. + + + + PostgreSQL vector database extension. + + + + Alibaba Cloud's multi-model database service. + + + + Real-time job market data and search. + + + + Unified interface for 100+ LLM APIs. + + + + Data framework for LLM applications. + + + + Port of Meta's LLaMA model in C/C++. + + + + Edge computing platform for LLaMA models. + + + + Single-file executable for running LLMs. + + + + Observability platform for LLM applications. + + + + Self-hosted OpenAI-compatible API server. + + + + LLM data management and observability. + + + + Open-source relational database management. + + + + Brazilian Portuguese language model. + + + + End-to-end vector search engine. + + + + Wikipedia and MediaWiki data processing. + + + + Lightning-fast search engine platform. + + + + Distributed memory caching system. + + + + Real-time graph database platform. + + + + Managed vector search and retrieval. + + + + Microsoft Azure AI and enterprise services. + + + + Open-source vector database for AI applications. + + + + AI layer for databases and data platforms. + + + + Chinese AI company's language models. + + + + Efficient open-source language models. + + + + ML lifecycle management platform. + + + + Experiment tracking and model registry. + + + + Apple's machine learning framework. + + + + Serverless cloud computing for data science. + + + + Alibaba's open-source model hub. + + + + Payment operations and treasury management. + + + + Serverless cache and vector index. + + + + Document-based NoSQL database platform. + + + + Cloud-hosted MongoDB with vector search. + + + + Serverless analytics with DuckDB in the cloud. + + + + Long-term memory for AI conversations. + + + + SQL-compatible vector database platform. + + + + Naver's AI services and language models. + + + + AI cloud platform and infrastructure. + + + + Native graph database and analytics platform. + + + + Decentralized AI computing network. + + + + Web intelligence and data extraction. + + + + Production-ready NLP API platform. + + + + Open-source embedding models and tools. + + + + All-in-one workspace and collaboration platform. + + + + AI-powered search and understanding platform. + + + + NVIDIA's AI computing platform and models. + + + + Connected note-taking and knowledge management. + + + + Distributed relational database system. + + + + Oracle Cloud Infrastructure AI services. + + + + Efficient AI compute and model serving. + + + + Run large language models locally. + + + + RDF database and semantic graph platform. + + + + GPT models and comprehensive AI platform. + + + + Safe, Open, High-Performance — PDF for AI + + + + AI model training and fine-tuning platform. + + + + Operating LLMs in production environment. + + + + Distributed search and analytics suite. + + + + Weather data and forecasting API. + + + + Oracle's AI and machine learning services. + + + + Team knowledge base and wiki platform. + + + + Structured generation for language models. + + + + Web scraping and proxy services. + + + + Data analysis and manipulation library. + + + + Real-time news and media monitoring. + + + + Authorization and access control platform. + + + + AI-powered search and reasoning engine. + + + + Distributed inference for large language models. + + + + PostgreSQL vector embedding extensions. + + + + Vector similarity search for PostgreSQL. + + + + Managed vector database for ML applications. + + + + ML pipeline and model deployment platform. + + + + AI-powered content moderation platform. + + + + AI gateway and observability platform. + + + + Fine-tuning platform for large language models. + + + + AI model security and compliance platform. + + + + AI platform for model deployment and management. + + + + Logic programming language integration. + + + + Prompt engineering and observability platform. + + + + Universal API for SaaS integrations. + + + + Biomedical literature database access. + + + + Markdown content extraction and processing. + + + + Conversational AI model platform. + + + + PDF processing optimized for LLM ingestion. + + + + Vector similarity search engine. + + + + RAG toolkit with ColBERT indexing. + + + + BM25 ranking algorithm implementation. + + + + Scalable model serving framework. + + + + Prompt injection detection and prevention. + + + + Social media platform integration and APIs. + + + + In-memory data structure store and cache. + + + + AI memory and context management. + + + + Cloud platform for running ML models. + + + + Research and note-taking platform. + + + + Python automation and RPA platform. + + + + Real-time analytics database platform. + + + + GPU cloud platform for AI workloads. + + + + CRM platform and business automation. + + + + AI platform with specialized hardware. + + + + Enterprise software and AI solutions. + + + + AI-powered web scraping framework. + + + + Web scraping API and proxy service. + + + + Real-time search engine results API. + + + + Privacy-respecting metasearch engine. + + + + Vector database for semantic search. + + + + Google Search results scraping API. + + + + Decentralized AI inference protocol. + + + + Distributed database with vector capabilities. + + + + Machine learning library for Python. + + + + Business communication and collaboration. + + + + Cloud data platform and analytics. + + + + Industrial-strength NLP library. + + + + Unified analytics engine for big data. + + + + iFlytek's multilingual language model. + + + + Payment orchestration platform. + + + + Embedded relational database engine. + + + + Q&A platform network integration. + + + + High-performance analytical database. + + + + GPU cloud platform for ML acceleration. + + + + Web app framework for data science. + + + + Online payment processing platform. + + + + Open-source Firebase alternative. + + + + Multi-model database for modern applications. + + + + Conversation intelligence platform. + + + + Data visualization and business intelligence. + + + + Project management platform for agile teams. + + + + Alibaba Cloud's in-memory database. + + + + AI-optimized search API for applications. + + + + Messaging platform and bot integration. + + + + Tencent Cloud AI services and models. + + + + Collection of ready-to-use datasets. + + + + Data infrastructure for ML applications. + + + + Distributed SQL database platform. + + + + Scalable graph database and analytics. + + + + Globally distributed database platform. + + + + Entity resolution and data matching. + + + + Fast inference for open-source models. + + + + HTML to Markdown conversion utility. + + + + Extended toolkit for LangChain applications. + + + + Big data platform and analytics suite. + + + + Visual project management and collaboration. + + + + LLM evaluation and analytics platform. + + + + ML platform for model deployment. + + + + Evaluation framework for LLM applications. + + + + Social media platform integration. + + + + Fast and typo-tolerant search engine. + + + + Data extraction and processing platform. + + + + Document processing and data extraction. + + + + Document AI and OCR platform. + + + + Serverless data platform for Redis and Kafka. + + + + ML observability and evaluation platform. + + + + Single-file vector search engine. + + + + AI platform for healthcare applications. + + + + AI-powered data analysis platform. + + + + Visual data management system. + + + + Distributed vector search engine. + + + + Neural search platform with built-in understanding. + + + + Vector database and semantic search. + + + + Big data serving engine for vector search. + + + + Simple vector database for embeddings. + + + + Embedding models and semantic search. + + + + ML experiment tracking and collaboration. + + + + Experiment tracking and model management. + + + + LLM tracing and observability. + + + + Weather data and forecasting services. + + + + Open-source vector database with GraphQL. + + + + Messaging platform integration and automation. + + + + AI observability and data monitoring. + + + + Wikipedia content access and search. + + + + Computational knowledge engine. + + + + Enterprise AI writing platform. + + + + xAI's Grok models for conversational AI. + + + + Serverless database with vector search. + + + + Distributed inference framework for LLMs. + + + + Yahoo services and data integration. + + + + Yandex AI services and language models. + + + + Yandex Database distributed storage system. + + + + AI agent framework and development platform. + + + + Data warehouse and analytics platform. + + + + 01.AI's bilingual language models. + + + + You.com search engine and AI platform. + + + + Video platform integration and content access. + + + + Long-term memory for AI assistants. + + + + High-performance vector database. + + + + ChatGLM and other Chinese language models. + + + + Managed Milvus vector database service. + + + + Reference management and research tool. + diff --git a/src/oss/python/integrations/providers/overview.mdx b/src/oss/python/integrations/providers/overview.mdx index 2cc6922fa..f4ff097f6 100644 --- a/src/oss/python/integrations/providers/overview.mdx +++ b/src/oss/python/integrations/providers/overview.mdx @@ -12,44 +12,43 @@ To see a full list of integrations by component type, refer to the categories in ## Popular providers -| Provider | Package API reference | Downloads | Latest version | JS/TS support | +| Provider | Package API reference | Downloads | Latest version | JS/TS support | | :--- | :--- | :--- | :--- | :--- | -| [OpenAI](/oss/integrations/providers/openai/) | [`langchain-openai`](https://reference.langchain.com/python/integrations/langchain_openai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/openai) | -| [Google VertexAI](/oss/integrations/providers/google) | [`langchain-google-vertexai`](https://reference.langchain.com/python/integrations/langchain_google_vertexai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/google-vertexai) | -| [AWS](/oss/integrations/providers/aws/) | [`langchain-aws`](https://reference.langchain.com/python/integrations/langchain_aws/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/aws) | -| [Google Generative AI](/oss/integrations/providers/google) | [`langchain-google-genai`](https://reference.langchain.com/python/integrations/langchain_google_genai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/google-genai) | -| [Anthropic](/oss/integrations/providers/anthropic/) | [`langchain-anthropic`](https://reference.langchain.com/python/integrations/langchain_anthropic/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/anthropic) | -| [Groq](/oss/integrations/providers/groq/) | [`langchain-groq`](https://reference.langchain.com/python/integrations/langchain_groq/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/groq) | -| [Chroma](/oss/integrations/providers/chroma/) | [`langchain-chroma`](https://reference.langchain.com/python/integrations/langchain_chroma/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Ollama](/oss/integrations/providers/ollama/) | [`langchain-ollama`](https://reference.langchain.com/python/integrations/langchain_ollama/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/ollama) | -| [Huggingface](/oss/integrations/providers/huggingface/) | [`langchain-huggingface`](https://reference.langchain.com/python/integrations/langchain_huggingface/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Cohere](/oss/integrations/providers/cohere/) | [`langchain-cohere`](https://reference.langchain.com/python/integrations/langchain_cohere/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/cohere) | -| [Postgres](/oss/integrations/providers/pgvector) | [`langchain-postgres`](https://reference.langchain.com/python/integrations/langchain_postgres/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [MistralAI](/oss/integrations/providers/mistralai/) | [`langchain-mistralai`](https://reference.langchain.com/python/integrations/langchain_mistralai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/mistralai) | -| [Pinecone](/oss/integrations/providers/pinecone/) | [`langchain-pinecone`](https://reference.langchain.com/python/integrations/langchain_pinecone/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/pinecone) | -| [Databricks](/oss/integrations/providers/databricks/) | [`databricks-langchain`](https://pypi.org/project/databricks-langchain/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Ibm](/oss/integrations/providers/ibm/) | [`langchain-ibm`](https://reference.langchain.com/python/integrations/langchain_ibm/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/ibm) | -| [Perplexity](/oss/integrations/providers/perplexity/) | [`langchain-perplexity`](https://reference.langchain.com/python/integrations/langchain_perplexity/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [MongoDB](/oss/integrations/providers/mongodb_atlas) | [`langchain-mongodb`](https://reference.langchain.com/python/integrations/langchain_mongodb/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/mongodb) | -| [Deepseek](/oss/integrations/providers/deepseek/) | [`langchain-deepseek`](https://reference.langchain.com/python/integrations/langchain_deepseek/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/deepseek) | -| [Nvidia AI Endpoints](/oss/integrations/providers/nvidia) | [`langchain-nvidia-ai-endpoints`](https://reference.langchain.com/python/integrations/langchain_nvidia_ai_endpoints/) | Downloads per month | PyPI - Latest version | ❌ | -| [Milvus](/oss/integrations/providers/milvus/) | [`langchain-milvus`](https://reference.langchain.com/python/integrations/langchain_milvus/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Tavily](/oss/integrations/providers/tavily/) | [`langchain-tavily`](https://pypi.org/project/langchain-tavily/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/tavily) | -| [Fireworks](/oss/integrations/providers/fireworks/) | [`langchain-fireworks`](https://reference.langchain.com/python/integrations/langchain_fireworks/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Qdrant](/oss/integrations/providers/qdrant/) | [`langchain-qdrant`](https://reference.langchain.com/python/integrations/langchain_qdrant/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/qdrant) | -| [Elasticsearch](/oss/integrations/providers/elasticsearch/) | [`langchain-elasticsearch`](https://reference.langchain.com/python/integrations/langchain_elasticsearch/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [LiteLLM](/oss/integrations/providers/litellm/) | [`langchain-litellm`](https://pypi.org/project/langchain-litellm/) | Downloads per month | PyPI - Latest version | ❌ | -| [DataStax Astra DB](/oss/integrations/providers/astradb/) | [`langchain-astradb`](https://reference.langchain.com/python/integrations/langchain_astradb/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Together](/oss/integrations/providers/together/) | [`langchain-together`](https://reference.langchain.com/python/integrations/langchain_together/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [XAI](/oss/integrations/providers/xai/) | [`langchain-xai`](https://reference.langchain.com/python/integrations/langchain_xai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/xai) | -| [Redis](/oss/integrations/providers/redis/) | [`langchain-redis`](https://reference.langchain.com/python/integrations/langchain_redis/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/redis) | -| [Azure AI](/oss/integrations/providers/azure_ai) | [`langchain-azure-ai`](https://reference.langchain.com/python/integrations/langchain_azure_ai/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/openai) | -| [MCP Toolbox](/oss/integrations/providers/toolbox/) | [`toolbox-langchain`](https://pypi.org/project/toolbox-langchain/) | Downloads per month | PyPI - Latest version | ❌ | -| [Google Community](/oss/integrations/providers/google) | [`langchain-google-community`](https://reference.langchain.com/python/integrations/langchain_google_community/) | Downloads per month | PyPI - Latest version | ❌ | -| [Unstructured](/oss/integrations/providers/unstructured/) | [`langchain-unstructured`](https://reference.langchain.com/python/integrations/langchain_unstructured/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Graph RAG](/oss/integrations/providers/graph_rag) | [`langchain-graph-retriever`](https://pypi.org/project/langchain-graph-retriever/) | Downloads per month | PyPI - Latest version | ❌ | -| [Neo4J](/oss/integrations/providers/neo4j/) | [`langchain-neo4j`](https://reference.langchain.com/python/integrations/langchain_neo4j/) | Downloads per month | PyPI - Latest version | ✅ [(npm)](https://www.npmjs.com/package/@langchain/community) | -| [Sambanova](/oss/integrations/providers/sambanova/) | [`langchain-sambanova`](https://pypi.org/project/langchain-sambanova/) | Downloads per month | PyPI - Latest version | ❌ | +| [OpenAI](/oss/integrations/providers/openai/) | [`langchain-openai`](https://reference.langchain.com/python/integrations/langchain_openai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/openai) | +| [Google VertexAI](/oss/integrations/providers/google) | [`langchain-google-vertexai`](https://reference.langchain.com/python/integrations/langchain_google_vertexai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/google-vertexai) | +| [AWS](/oss/integrations/providers/aws/) | [`langchain-aws`](https://reference.langchain.com/python/integrations/langchain_aws/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/aws) | +| [Google Generative AI](/oss/integrations/providers/google) | [`langchain-google-genai`](https://reference.langchain.com/python/integrations/langchain_google_genai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/google-genai) | +| [Anthropic](/oss/integrations/providers/anthropic/) | [`langchain-anthropic`](https://reference.langchain.com/python/integrations/langchain_anthropic/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/anthropic) | +| [Groq](/oss/integrations/providers/groq/) | [`langchain-groq`](https://reference.langchain.com/python/integrations/langchain_groq/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/groq) | +| [Ollama](/oss/integrations/providers/ollama/) | [`langchain-ollama`](https://reference.langchain.com/python/integrations/langchain_ollama/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/ollama) | +| [Chroma](/oss/integrations/providers/chroma/) | [`langchain-chroma`](https://reference.langchain.com/python/integrations/langchain_chroma/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Huggingface](/oss/integrations/providers/huggingface/) | [`langchain-huggingface`](https://reference.langchain.com/python/integrations/langchain_huggingface/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Cohere](/oss/integrations/providers/cohere/) | [`langchain-cohere`](https://reference.langchain.com/python/integrations/langchain_cohere/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/cohere) | +| [Postgres](/oss/integrations/providers/pgvector) | [`langchain-postgres`](https://reference.langchain.com/python/integrations/langchain_postgres/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [MistralAI](/oss/integrations/providers/mistralai/) | [`langchain-mistralai`](https://reference.langchain.com/python/integrations/langchain_mistralai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/mistralai) | +| [Pinecone](/oss/integrations/providers/pinecone/) | [`langchain-pinecone`](https://reference.langchain.com/python/integrations/langchain_pinecone/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/pinecone) | +| [Databricks](/oss/integrations/providers/databricks/) | [`databricks-langchain`](https://pypi.org/project/databricks-langchain/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Perplexity](/oss/integrations/providers/perplexity/) | [`langchain-perplexity`](https://reference.langchain.com/python/integrations/langchain_perplexity/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Ibm](/oss/integrations/providers/ibm/) | [`langchain-ibm`](https://reference.langchain.com/python/integrations/langchain_ibm/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/ibm) | +| [MongoDB](/oss/integrations/providers/mongodb_atlas) | [`langchain-mongodb`](https://reference.langchain.com/python/integrations/langchain_mongodb/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/mongodb) | +| [Deepseek](/oss/integrations/providers/deepseek/) | [`langchain-deepseek`](https://reference.langchain.com/python/integrations/langchain_deepseek/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/deepseek) | +| [Nvidia AI Endpoints](/oss/integrations/providers/nvidia) | [`langchain-nvidia-ai-endpoints`](https://reference.langchain.com/python/integrations/langchain_nvidia_ai_endpoints/) | Downloads per month | PyPI - Latest version | ❌ | +| [Milvus](/oss/integrations/providers/milvus/) | [`langchain-milvus`](https://reference.langchain.com/python/integrations/langchain_milvus/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Tavily](/oss/integrations/providers/tavily/) | [`langchain-tavily`](https://pypi.org/project/langchain-tavily/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/tavily) | +| [Fireworks](/oss/integrations/providers/fireworks/) | [`langchain-fireworks`](https://reference.langchain.com/python/integrations/langchain_fireworks/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Qdrant](/oss/integrations/providers/qdrant/) | [`langchain-qdrant`](https://reference.langchain.com/python/integrations/langchain_qdrant/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/qdrant) | +| [Elasticsearch](/oss/integrations/providers/elasticsearch/) | [`langchain-elasticsearch`](https://reference.langchain.com/python/integrations/langchain_elasticsearch/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [LiteLLM](/oss/integrations/providers/litellm/) | [`langchain-litellm`](https://pypi.org/project/langchain-litellm/) | Downloads per month | PyPI - Latest version | ❌ | +| [DataStax Astra DB](/oss/integrations/providers/astradb/) | [`langchain-astradb`](https://reference.langchain.com/python/integrations/langchain_astradb/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Together](/oss/integrations/providers/together/) | [`langchain-together`](https://reference.langchain.com/python/integrations/langchain_together/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [XAI](/oss/integrations/providers/xai/) | [`langchain-xai`](https://reference.langchain.com/python/integrations/langchain_xai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/xai) | +| [Redis](/oss/integrations/providers/redis/) | [`langchain-redis`](https://reference.langchain.com/python/integrations/langchain_redis/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/redis) | +| [Azure AI](/oss/integrations/providers/azure_ai) | [`langchain-azure-ai`](https://reference.langchain.com/python/integrations/langchain_azure_ai/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/openai) | +| [MCP Toolbox](/oss/integrations/providers/toolbox/) | [`toolbox-langchain`](https://pypi.org/project/toolbox-langchain/) | Downloads per month | PyPI - Latest version | ❌ | +| [Google Community](/oss/integrations/providers/google) | [`langchain-google-community`](https://reference.langchain.com/python/integrations/langchain_google_community/) | Downloads per month | PyPI - Latest version | ❌ | +| [Unstructured](/oss/integrations/providers/unstructured/) | [`langchain-unstructured`](https://reference.langchain.com/python/integrations/langchain_unstructured/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | +| [Graph RAG](/oss/integrations/providers/graph_rag) | [`langchain-graph-retriever`](https://pypi.org/project/langchain-graph-retriever/) | Downloads per month | PyPI - Latest version | ❌ | +| [Neo4J](/oss/integrations/providers/neo4j/) | [`langchain-neo4j`](https://reference.langchain.com/python/integrations/langchain_neo4j/) | Downloads per month | PyPI - Latest version | [✅](https://www.npmjs.com/package/@langchain/community) | ## All providers diff --git a/src/oss/python/integrations/retrievers/index.mdx b/src/oss/python/integrations/retrievers/index.mdx index 72c4c405c..69bc44af3 100644 --- a/src/oss/python/integrations/retrievers/index.mdx +++ b/src/oss/python/integrations/retrievers/index.mdx @@ -18,10 +18,10 @@ The below retrievers allow you to index and search a custom corpus of documents. | Retriever | Self-host | Cloud offering | Package | |-----------|-----------|----------------|---------| -| [`AmazonKnowledgeBasesRetriever`](/oss/integrations/retrievers/bedrock) | ❌ | ✅ | [langchain-aws](https://python.langchain.com/api_reference/aws/retrievers/langchain_aws.retrievers.bedrock.AmazonKnowledgeBasesRetriever.html) | -| [`AzureAISearchRetriever`](/oss/integrations/retrievers/azure_ai_search) | ❌ | ✅ | [langchain-community](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.azure_ai_search.AzureAISearchRetriever.html) | -| [`ElasticsearchRetriever`](/oss/integrations/retrievers/elasticsearch_retriever) | ✅ | ✅ | [langchain-elasticsearch](https://python.langchain.com/api_reference/elasticsearch/retrievers/langchain_elasticsearch.retrievers.ElasticsearchRetriever.html) | -| [`VertexAISearchRetriever`](/oss/integrations/retrievers/google_vertex_ai_search) | ❌ | ✅ | [langchain-google-community](https://python.langchain.com/api_reference/google_community/vertex_ai_search/langchain_google_community.vertex_ai_search.VertexAISearchRetriever.html) | +| [`AmazonKnowledgeBasesRetriever`](/oss/integrations/retrievers/bedrock) | ❌ | ✅ | [`langchain-aws`](https://python.langchain.com/api_reference/aws/retrievers/langchain_aws.retrievers.bedrock.AmazonKnowledgeBasesRetriever.html) | +| [`AzureAISearchRetriever`](/oss/integrations/retrievers/azure_ai_search) | ❌ | ✅ | [`langchain-community`](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.azure_ai_search.AzureAISearchRetriever.html) | +| [`ElasticsearchRetriever`](/oss/integrations/retrievers/elasticsearch_retriever) | ✅ | ✅ | [`langchain-elasticsearch`](https://python.langchain.com/api_reference/elasticsearch/retrievers/langchain_elasticsearch.retrievers.ElasticsearchRetriever.html) | +| [`VertexAISearchRetriever`](/oss/integrations/retrievers/google_vertex_ai_search) | ❌ | ✅ | [`langchain-google-community`](https://python.langchain.com/api_reference/google_community/vertex_ai_search/langchain_google_community.vertex_ai_search.VertexAISearchRetriever.html) | ## External index @@ -30,9 +30,9 @@ The below retrievers will search over an external index (e.g., constructed from | Retriever | Source | Package | |-----------|---------|---------| -| [`ArxivRetriever`](/oss/integrations/retrievers/arxiv) | Scholarly articles on [arxiv.org](https://arxiv.org/) | [langchain-community](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.arxiv.ArxivRetriever.html) | -| [`TavilySearchAPIRetriever`](/oss/integrations/retrievers/tavily) | Internet search | [langchain-community](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.tavily_search_api.TavilySearchAPIRetriever.html) | -| [`WikipediaRetriever`](/oss/integrations/retrievers/wikipedia) | [Wikipedia](https://www.wikipedia.org/) articles | [langchain-community](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.wikipedia.WikipediaRetriever.html) | +| [`ArxivRetriever`](/oss/integrations/retrievers/arxiv) | Scholarly articles on [arxiv.org](https://arxiv.org/) | [`langchain-community`](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.arxiv.ArxivRetriever.html) | +| [`TavilySearchAPIRetriever`](/oss/integrations/retrievers/tavily) | Internet search | [`langchain-community`](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.tavily_search_api.TavilySearchAPIRetriever.html) | +| [`WikipediaRetriever`](/oss/integrations/retrievers/wikipedia) | [Wikipedia](https://www.wikipedia.org/) articles | [`langchain-community`](https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.wikipedia.WikipediaRetriever.html) | ## All retrievers diff --git a/src/oss/python/integrations/stores/index.mdx b/src/oss/python/integrations/stores/index.mdx index b9ad796f7..3e05d4085 100644 --- a/src/oss/python/integrations/stores/index.mdx +++ b/src/oss/python/integrations/stores/index.mdx @@ -22,20 +22,20 @@ Base stores are designed to work **multiple** key-value pairs at once for effici ## Built-in stores for local development - - + + ## Custom stores -You can also implement your own custom store by extending the `BaseStore` class. See the [store interface documentation](https://python.langchain.com/api_reference/core/stores/langchain_core.stores.BaseStore.html) for more details. +You can also implement your own custom store by extending the @[`BaseStore`] class. See the [store interface documentation](https://python.langchain.com/api_reference/core/stores/langchain_core.stores.BaseStore.html) for more details. -## All integrations +## All key-value stores - - - - - + + + + + diff --git a/src/oss/python/integrations/text_embedding/index.mdx b/src/oss/python/integrations/text_embedding/index.mdx index 5cc6e8574..5c3d365bb 100644 --- a/src/oss/python/integrations/text_embedding/index.mdx +++ b/src/oss/python/integrations/text_embedding/index.mdx @@ -122,7 +122,7 @@ print(f"Second call took: {time.time() - tic:.2f} seconds") In production, you would typically use a more robust persistent store, such as a database or cloud storage. Please see [stores integrations](/oss/integrations/stores/) for options. -## All integrations +## All embedding models diff --git a/src/oss/python/integrations/tools/index.mdx b/src/oss/python/integrations/tools/index.mdx index 8406d97cf..fecfcae0a 100644 --- a/src/oss/python/integrations/tools/index.mdx +++ b/src/oss/python/integrations/tools/index.mdx @@ -84,7 +84,7 @@ The following table shows tools that can be used to execute financial transactio |-------------|---------|--------------| | [GOAT](/oss/integrations/tools/goat) | Free | Create and receive payments, purchase physical goods, make investments, and more. | -## All tools +## All tools and toolkits diff --git a/src/oss/python/integrations/vectorstores/index.mdx b/src/oss/python/integrations/vectorstores/index.mdx index 5d8d1153d..89c542641 100644 --- a/src/oss/python/integrations/vectorstores/index.mdx +++ b/src/oss/python/integrations/vectorstores/index.mdx @@ -609,7 +609,7 @@ vector_store = QdrantVectorStore( | [`SQLServer`](/oss/integrations/vectorstores/sqlserver) | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | | [`ZeusDB`](/oss/integrations/vectorstores/zeusdb) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | -## All Vectorstores +## All vector stores