~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

academia anthropic arxiv brave deep-research encryption home-automation homeserver local local-deep-research local-llm mistral ollama openai pubmed research research-tool retrieval-augmented-generation searxng self-hosted
14 Open Issues Need Help Last updated: Jul 4, 2026

Open Issues Need Help

View All on GitHub
enhancement help wanted good first issue ui-ux

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
enhancement help wanted discussion

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
help wanted discussion

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
good first issue database refactoring

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
good first issue

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
help wanted benchmark-results ldr_research

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
bug help wanted

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
documentation enhancement help wanted

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
enhancement help wanted priority: high

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
enhancement help wanted

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted
enhancement good first issue fixed in dev

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted

AI Summary: Implement a toggle in the Local Deep Research application's log output panel to enable/disable auto-scrolling. When enabled, the log output should be confined to a fixed-size window, automatically scrolling to display the latest entries. The implementation should allow users to scroll independently within the fixed log window and view other parts of the application.

Complexity: 3/5
enhancement good first issue

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

Python
#academia#anthropic#arxiv#brave#deep-research#encryption#home-automation#homeserver#local#local-deep-research#local-llm#mistral#ollama#openai#pubmed#research#research-tool#retrieval-augmented-generation#searxng#self-hosted