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5717-bug-apiv1documentupload-silently-drops-metadata-field-in-desktop-1130-arg-count-mismatch-nested-payload-key
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5711-bug-erratic-deepseek-v4-flash-the-agent-model-failed-to-respond-400-the-reasoning_content
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5583-bug-lm-studio-provider-does-not-present-reasoning-output
5313-normalize-translations
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4844-feat-reorder-threads-by-latest-interaction
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4792-feat-refactor-workspacepfp-image
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4615-feat-disable-apidocs-with-environment-variable
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4599-bug-ollama-race-condition-bug
4572-bug-lmstudio-provided-llm-stopped-working-with-anything-llm-after-upgrading-to-190
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4325-sys-prompt-var-improvements
3209-feat-apiv1workspacestream-chat-sources-citations
4210-bug-voice-to-text-overwrite
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3955-feat-jinaai-embedder-provider-support
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3586-bug-agent-flow-function-description-provided-by-user-is-not-seen-in-the-llm-query
3463-bug-agent-continues-to-run-if-request-failed-even-after-exit
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3282-manager-view-models-workspace
3280-token-counting-server-side-truncation-improvements
3147-bug-embedded-chat-widget---not-considering-query-mode-option-always-working-in-chat-mode
2995-feat-disable-temperature-setting-for-deepseek-r1-deepseek-reasoner-model
2827-feat-perplexity-citations
2866-feat-finally-a-gemini-models-endpoint
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1536-bug-toggling-on-users-can-delete-workspaces-does-not-take-effect
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1595-bug-unable-to-get-live-web-search-and-browsing-agent-working-using-google-custom-search-engine-error-getaddrinfo-enotfound-http-errno-3008
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Reference: Mintplex-Labs/anything-llm#2797
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Originally created by @EntityDeleter on GitHub (Sep 16, 2025).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/4386
How are you running AnythingLLM?
AnythingLLM desktop app
What happened?
I am using EverythingLLM, connected to Ollama via their API at 100.69.242.6:11434.
When I use agents, let it be Web Scraping or Chart Generation, the first query is always correct/perfect.
If I attempt to query the agent again in the same thread, however, it fails in a multitude of ways:
The LLM works fine without agent calling, and when I directly use ollama run, so it is not a problem with ollama.
I only use the official tools without any third-party addons.
I am using gpt-oss:20b.
I am running the model split between a GTX 1080 with 8 GB of VRAM and an Xeon W-2135 equipped with 32 GB of RAM. I also use Arch Linux and have installed the app via the official script.
Let me know if I need to provide any other information. I have also attached screenshots as an example. For some reason, the agent-calling pop-up disappeared when I took the screenshot.
Are there known steps to reproduce?
Install Ollama
Run ChatGPT OSS 20B
Install Anything LLM
Connect Ollama to the app
Use the Ollama model as an agent multiple times
@EntityDeleter commented on GitHub (Sep 16, 2025):
Here is the full Ollama Debug log if it is of any use:
@EntityDeleter commented on GitHub (Sep 16, 2025):
Additional Image of errors while web searching using DuckDuckGo (first time today).
Also, here are my ollama parameters:
export OLLAMA_HOST=100.69.242.6:11434
export OLLAMA_CONTEXT_LENGTH=16384
export OLLAMA_KEEP_ALIVE=-1
export OLLAMA_FLASH_ATTENTION=true
export OLLAMA_SCHED_SPREAD=true
export OLLAMA_GPU_OVERHEAD=2147483648
export OLLAMA_NEW_ESTIMATES=1
@EntityDeleter commented on GitHub (Sep 16, 2025):
Update: New error when attempting to create a graph in a new workspace and thread.
@timothycarambat commented on GitHub (Sep 16, 2025):
Does this occur with any model that is not harmony-based? Like Qwen3 or anthing else - I think this is a formatter/chat-template issue or item that needs to be compensated for or patched
@EntityDeleter commented on GitHub (Sep 16, 2025):
Attempted web search with Qwen 3 30B Thinking 2507. The collapsed agent box is the model thinking and failing to enumerate the web search tool despite recognition of its availability. Also unable to create new threads in the workspace due to a "failed to fetch" error. All context from the AI Humane Pin disappears after a reload of the app.
@EntityDeleter commented on GitHub (Sep 16, 2025):
So, according to a system prompt given by Anything LLM, the AI is not to reuse the create-chart function. Thus, is refuses to use agent mode in this case. Is this an intended feature or a bug?
@mattans commented on GitHub (Sep 18, 2025):
I using Ollama directly with GPT OSS and also getting this warning log
@timothycarambat commented on GitHub (Sep 18, 2025):
Pretty sure this is a harmony template output issue we specifically need to handle. GPT OSS is harmony arch and im guessing its response body is different.
Possibly related: #4262
@EntityDeleter commented on GitHub (Sep 18, 2025):
But then, if Harmony is the problem, why do the errors also occur with Qwen3?
[BUG]: No Output Via Ollamato [GH-ISSUE #4386] [BUG]: No Output Via Ollama