Agentic rag improved #37
Conversation
|
|
|
@adnan-cto @mubashir-oss |
promisingcoder
force-pushed
the
agentic-rag-improved
branch
from
a454695 to
249abd4
Compare
video.mp4 |
- Increase chunks processed in synthesis from 3 to 5 - Expand chunk text from 200 to 500 chars for better context - Add sophisticated regex-based section filtering for negation queries - Implement query-type specific decomposition strategies - Double retrieved chunks for complex queries
- Perform preliminary search before decomposing complex queries - Pass relevant document excerpts to the LLM when creating sub-queries - Add context-based prompting to generate specific, concrete sub-queries - Eliminate placeholder text ([topic], [concept]) by using actual document terminology - Add detailed examples and guidelines for context-aware query generation
|
I have improved the rag greatly |
video.mp4 |
RAG System EnhancementsI've implemented two key improvements to fix the RAG system's handling of complex queries: 1. Response Quality Improvements
2. Context-Aware Query Generation
These changes ensure comprehensive, accurate responses for multi-hop and negation queries that previously returned generic or incomplete answers. |
|
@adnan-cto @mubashir-oss |
|
@adnan-cto @mubashir-oss |
|
@promisingcoder did you receive any feedback in the end? |
no !! |
2 participants
/claim #34
What type of PR is this? (check all applicable)
Description
Related Tickets & Documents
QA Instructions, Screenshots, Recordings
Please replace this line with instructions on how to test your changes, and add screenshots or recordings if possible.
Added/updated tests?
We encourage keeping test coverage at 80% or above.
Community Support