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## [LangChain Development](https://app.pluralsight.com/library/courses/langchain-development/table-of-contents)
by [Tom Taulli](https://app.pluralsight.com/profile/author/tom-taulli)
founder : H…
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Open Source:
LLama3
Mistral
Cohere Command+
Closed Source:
GPT
Sonnet 3.5
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Error message:
```
(.venv) tan@Tan framework % python -m chat -rag
2024-07-07 16:13:15,338 - INFO - Rag config key rag_mode overridden
2024-07-07 16:13:15,338 - INFO - Rag mode set to True
2024-07-07 …
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**Describe the bug**
LLM reply using KG-RAG is inconsistent and contradictory, see screenshot
**Reproduction and actual result**
Steps to reproduce the behavior:
1. Modify docker-compose config …
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
i want use local model to use rag cli ,but it happened error 。 howerever , rag cli use o…
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**Describe the bug**
LLM produces no answer, sometimes weird answers, and other times it seems like the system message gets ignored fully when using the combination of ollama with RAG + custom system…
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https://www.microsoft.com/en-us/research/blog/graphrag-new-tool-for-complex-data-discovery-now-on-github/
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
https://arxiv.org/…
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**Describe the bug**
llm-rag-langchain answer wrongly when using llama-3-8b-instruct + bge-small-en-v1.5 model + bge-reranker-large
The llama-3-8b-instruct is quantized to INT4
All models are loa…
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1. llmware-ai/[llmware](https://github.com/llmware-ai/llmware): Unified framework for building enterprise RAG pipelines with small, specialized models (github.com)
2. https:[/](https://github.com/ll…
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![67d1b8a03da3bda282b0c9bba016ec2](https://github.com/QwenLM/Qwen-Agent/assets/127532312/7f407b7e-cf1f-4c94-9be0-34f33056f336)
```python
from qwen_agent.agents import Assistant
from qwen_agent.llm …