Problemsby GlyphRAG on LlamaIndex returns irrelevant or missing context
5 posts from 5 people5d activeRising, +2 this week
Posts per day
The posts behind it
[Feature Request]: List complyee-agent-guard’s LlamaIndex adapter in the integrations directory
### Feature Description ## Feature Description Please add a discovery entry for the externally maintained LlamaIndex adapter in [`complyee-agent-guard`](https://pypi.org/project/complyee-agent-guard/). The package adds `GuardedLlamaTool`, a wrapper for existing LlamaIndex tools....
[Bug]: SentenceSplitter's clause regex lacks the Chinese comma `，`, `、` and `；`, so long Chinese sentences are cut in the middle of a word
### Bug Description `SentenceSplitter` falls back to `CHUNKING_REGEX` when a sentence is longer than `chunk_size`. The regex (`llama-index-core/llama_index/core/node_parser/text/sentence.py:23`) is It knows the ASCII clause separators `, . ;` and the CJK sentence terminators...
[Docs] Vietnamese document loader example — solar energy report ingestion for RAG
## Documentation Request: Vietnamese Document Loader Example **Reporter:** [NHAM QUOC HUAN](https://github.com/Dennis-nham) · [NLP Labs Vietnam](https://github.com/nlp-labs-vietnam) --- ## Background [NLP Labs Vietnam](https://github.com/nlp-labs-vietnam) builds a RAG-based...
[Resource] GeoMind: Pre-structured Knowledge Source for LlamaIndex
## GeoMind - Knowledge Source for LlamaIndex GeoMind (https://shanhai-geo.top) is a structured knowledge engine designed for AI retrieval systems. We believe it's an ideal knowledge source for LlamaIndex. ### What we provide - 201 structured knowledge pages with explicit...
[Feature Request]: List Webz.io Contextual News Search / llama-index-tools-webz in LlamaHub
### Feature Description We are **not** requesting that code be added to this monorepo. Per [CONTRIBUTING.md](https://github.com/run-llama/llama_index/blob/main/CONTRIBUTING.md), new integration packages are maintained independently and published to PyPI. This issue asks for...
Companies and products named
About this problem
Evidence
5 posts from 5 people in 1 place, about 1 a week over 67 days. Mostly on run-llama/llama_index. Tools named alongside: GitHub, PyPI, Cloudflare, Model Context Protocol.
Frustration Frustration 0 of 3· Seen on GitHub issues
How it was grouped
Posts that state a pain and match the "rag-retrieval" rule about LlamaIndex. First post Aug 31, 2026, latest Nov 5, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method
The same problem elsewhere
RAG retrieval returns irrelevant or missing context
22 posts from 22 people on Reddit, GitHub issues, Hacker News.
RAG on GitHub returns irrelevant or missing context
10 posts from 8 people on GitHub issues, Reddit.
RAG on LangChain returns irrelevant or missing context
8 posts from 7 people on Reddit, GitHub issues, Stack Overflow.
RAG on Anthropic returns irrelevant or missing context
5 posts from 5 people on GitHub issues, Reddit.
RAG on Claude returns irrelevant or missing context
4 posts from 4 people on GitHub issues, Reddit.
RAG on Chroma returns irrelevant or missing context
3 posts from 3 people on GitHub issues.
RAG on vLLM returns irrelevant or missing context
3 posts from 3 people on GitHub issues.
RAG on OpenAI returns irrelevant or missing context
3 posts from 3 people on GitHub issues.
RAG on PyTorch returns irrelevant or missing context
3 posts from 3 people on GitHub issues, Mastodon.
RAG on Llama returns irrelevant or missing context
3 posts from 2 people on Stack Overflow, Reddit.
RAG on Qdrant returns irrelevant or missing context
3 posts from 2 people on GitHub issues.
RAG on SQL Server returns irrelevant or missing context
2 posts from 2 people on Reddit. Unverified.
Other LlamaIndex problems
LlamaIndex users keep filing bugs
Top post: "SQLAlchemyChatStore.delete_message treats positional index as database primary key", one of 17 posts from 12 people on GitHub issues, Stack Overflow.
LlamaIndex upgrades break working setups
17 posts from 10 people on GitHub issues.
LlamaIndex fails to return valid structured output
5 posts from 5 people on GitHub issues.
Trouble with LlamaIndex returns
Top post: "LegacyOfficeReader returns a Document with text None for a document with no text", one of 3 posts from 3 people on GitHub issues.
LlamaIndex vector search quality is hard to get right
3 posts from 3 people on GitHub issues.
Trouble with LlamaIndex functiontool
Top post: "FunctionTool wraps a returned ToolOutput as a success and drops is_error", one of 3 posts from 3 people on GitHub issues.
Trouble with LlamaIndex documents
Top post: "MoorchehVectorStore sparse-vector path raises NameError (missing imports, undefined 'documents', ImpotError", one of 3 posts from 3 people on GitHub issues.
Trouble with LlamaIndex default
Top post: "max_iterations=0 is silently replaced by the default 20", one of 3 posts from 3 people on GitHub issues.
Experiments on LlamaIndex are hard to reproduce and track
3 posts from 3 people on GitHub issues.
LlamaIndex lock-in makes switching costly
3 posts from 3 people on GitHub issues.
Trouble with LlamaIndex events
Top post: "CBEvent assigns generated uuid to self.id instead of self.id_, so events without an id all share id_=", one of 3 posts from 3 people on GitHub issues.
LlamaIndex integrations break or are missing
2 posts from 2 people on GitHub issues. Unverified.
History