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davidmezzetti 793ecc8dc2 Require Python 3.11, closes #1273
2026-09-24 16:58:32 -04:00
..
01_Introducing_txtai.ipynb
Require Python 3.11, closes #1273
2026-09-24 16:58:32 -04:00
02_Build_an_Embeddings_index_with_Hugging_Face_Datasets.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
03_Build_an_Embeddings_index_from_a_data_source.ipynb
Replace fasttext and pymagnitude with staticvectors. Closes #857. Closes #858. Closes #859
2025-01-27 11:17:51 -05:00
04_Add_semantic_search_to_Elasticsearch.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
05_Extractive_QA_with_txtai.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
06_Extractive_QA_with_Elasticsearch.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
07_Apply_labels_with_zero_shot_classification.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
08_API_Gallery.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
09_Building_abstractive_text_summaries.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
10_Extract_text_from_documents.ipynb
Update NLTK model downloads, closes #760
2024-08-16 11:58:27 -04:00
11_Transcribe_audio_to_text.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
12_Translate_text_between_languages.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
13_Similarity_search_with_images.ipynb
Update documentation to note SQL bind parameters, closes #596
2023-11-07 16:57:02 -05:00
14_Run_pipeline_workflows.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
15_Distributed_embeddings_cluster.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
16_Train_a_text_labeler.ipynb
Adding training dependencies to notebooks, closes #669
2024-02-16 11:47:27 -05:00
17_Train_without_labels.ipynb
Adding training dependencies to notebooks, closes #669
2024-02-16 11:47:27 -05:00
18_Export_and_run_models_with_ONNX.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
19_Train_a_QA_model.ipynb
Adding training dependencies to notebooks, closes #669
2024-02-16 11:47:27 -05:00
20_Extractive_QA_to_build_structured_data.ipynb
Adding training dependencies to notebooks, closes #669
2024-02-16 11:47:27 -05:00
21_Export_and_run_other_machine_learning_models.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
22_Transform_tabular_data_with_composable_workflows.ipynb
Update notebooks
2023-03-29 14:40:20 -04:00
23_Tensor_workflows.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
24_Whats_new_in_txtai_4_0.ipynb
Replace fasttext and pymagnitude with staticvectors. Closes #857. Closes #858. Closes #859
2025-01-27 11:17:51 -05:00
25_Generate_image_captions_and_detect_objects.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
26_Entity_extraction_workflows.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
27_Workflow_scheduling.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
28_Push_notifications_with_workflows.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
29_Anatomy_of_a_txtai_index.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
30_Embeddings_SQL_custom_functions.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
31_Near_duplicate_image_detection.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
32_Model_explainability.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
33_Query_translation.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
34_Build_a_QA_database.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
35_Pictures_are_worth_a_thousand_words.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
36_Run_txtai_in_native_code.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
37_Embeddings_index_components.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
38_Introducing_the_Semantic_Graph.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
39_Classic_Topic_Modeling_with_BM25.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
40_Text_to_Speech_Generation.ipynb
Add Text to Audio pipeline, closes #792. Add support for SpeechT5, closes #793. Updated cache methods, closes #794. Add audio signal processing, closes #795.
2024-10-11 08:30:20 -04:00
41_Train_a_language_model_from_scratch.ipynb
Update example
2025-10-08 10:13:01 -04:00
42_Prompt_driven_search_with_LLMs.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
43_Embeddings_in_the_Cloud.ipynb
Update example notebooks
2023-03-29 14:26:56 -04:00
44_Prompt_templates_and_task_chains.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
45_Customize_your_own_embeddings_database.ipynb
Update notebook
2023-05-16 09:49:23 -04:00
46_Whats_new_in_txtai_6_0.ipynb
Update examples to use RAG pipeline, closes #766
2024-08-16 11:13:58 -04:00
47_Building_an_efficient_sparse_keyword_index_in_Python.ipynb
Add sparse keyword benchmark notebook, closes #523
2023-08-17 15:40:04 -04:00
48_Benefits_of_hybrid_search.ipynb
Add hybrid search notebook, closes #526
2023-08-18 13:43:02 -04:00
49_External_database_integration.ipynb
docs: update 49_External_database_integration.ipynb
2024-11-23 20:08:27 +09:00
50_All_about_vector_quantization.ipynb
Add quantization notebook, closes #588
2023-10-30 19:56:23 -04:00
51_Custom_API_Endpoints.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
52_Build_RAG_pipelines_with_txtai.ipynb
Require Python 3.11, closes #1273
2026-09-24 16:58:32 -04:00
53_Integrate_LLM_Frameworks.ipynb
Update model paths
2025-12-12 10:46:36 -05:00
54_API_Authorization_and_Authentication.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
55_Generate_knowledge_with_Semantic_Graphs_and_RAG.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
56_External_vectorization.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
57_Build_knowledge_graphs_with_LLM_driven_entity_extraction.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
58_Advanced_RAG_with_graph_path_traversal.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
59_Whats_new_in_txtai_7_0.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
60_Advanced_RAG_with_guided_generation.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
61_Integrate_txtai_with_Postgres.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
62_RAG_with_llama_cpp_and_external_API_services.ipynb
Update model paths
2025-12-12 10:46:36 -05:00
63_How_RAG_with_txtai_works.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
64_Embeddings_index_format_for_open_data_access.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
65_Speech_to_Speech_RAG.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
66_Generative_Audio.ipynb
Update notebooks
2025-12-12 10:53:35 -05:00
67_Whats_new_in_txtai_8_0.ipynb
Update notebooks
2025-12-12 10:53:35 -05:00
68_Analyzing_Hugging_Face_Posts_with_Graphs_and_Agents.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
69_Granting_autonomy_to_agents.ipynb
Update notebooks
2025-12-12 10:53:35 -05:00
70_Getting_started_with_LLM_APIs.ipynb
Update notebook and documentation
2025-01-02 13:02:42 -05:00
71_Analyzing_LinkedIn_Company_Posts_with_Graphs_and_Agents.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
72_Parsing_the_stars_with_txtai.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
73_Chunking_your_data_for_RAG.ipynb
Require Python 3.11, closes #1273
2026-09-24 16:58:32 -04:00
74_OpenAI_Compatible_API.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
75_Medical_RAG_Research_with_txtai.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
76_Whats_new_in_txtai_9_0.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
77_GraphRAG_with_Wikipedia_and_GPT_OSS.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
78_Accessing_Low_Level_Vector_APIs.ipynb
Modernize example notebooks, closes #1001
2025-12-12 10:31:27 -05:00
79_RAG_is_more_than_Vector_Search.ipynb
Update notebook
2025-12-12 14:46:15 -05:00
80_Distilling_Knowledge_into_Tiny_LLMs.ipynb
Add example notebook showing how to finetune LLMs, closes #1008
2026-01-15 12:52:07 -05:00
81_OpenCode_as_a_txtai_LLM.ipynb
Add example notebook covering OpenCode LLM, closes #1011
2026-01-21 08:28:41 -05:00
82_Agentic_College_Search.ipynb
Add example demonstrating how to use agents.md files, closes #1018
2026-02-04 13:18:21 -05:00
83_TxtAI_got_skills.ipynb
Add example demonstrating how to use skill.md files, closes #1019
2026-02-04 13:18:39 -05:00
84_Agent_Tools.ipynb
Require Python 3.11, closes #1273
2026-09-24 16:58:32 -04:00
85_Progressive_Distillation.ipynb
Add a Progressive Distillation Example Notebook, closes #1104
2026-05-30 09:19:41 -04:00
agent_quickstart.py
Add Agent Quickstart Example, closes #992
2025-11-30 14:49:08 -05:00
article.py
Add article summarization example, closes #144
2021-11-15 10:23:23 -05:00
baseball.py
Update baseball application #1003
2026-01-11 10:30:34 -05:00
benchmarks.py
Update benchmarks script to support similarity and reranking pipelines, closes #961
2025-08-27 15:00:44 -04:00
books.py
Update code to address pylint warnings
2021-11-27 10:00:06 -05:00
images.py
Update naming convention
2021-12-13 19:41:10 -05:00
rag_quickstart.py
Add RAG Quickstart Example, closes #991
2025-11-29 07:22:16 -05:00
similarity.py
Update example applications for consistency. Add links to applications hosted on hf spaces. Closes #140
2021-11-10 14:40:33 -05:00
wiki.py
Update example applications for consistency. Add links to applications hosted on hf spaces. Closes #140
2021-11-10 14:40:33 -05:00
workflow_quickstart.py
Add Workflow Quickstart Example, closes #996
2025-12-01 18:44:14 -05:00
workflows.py
Refactor and simplify workflow builder to use Applications, closes #454
2023-03-22 09:15:35 -04:00