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Hi,
I am in the process of developing a chatbot application using the RAG (Retrieval-Augmented Generation) technique alongside Ollama and LangChain. Initially, I successfully constructed the applicat…
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Hi,
Is it possible to fine-tune a model like mistralai/Mistral-7B-v0.1 (https://huggingface.co/mistralai/Mistral-7B-v0.1) on sentence-similarity task ? Any ressources ?
Thanks!
Charles
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**Expected Behavior**
I want to be able to provide Spring AI with one or more functions that could be used to provide additional information or functionality. (See https://platform.openai.com/docs/…
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### Issue you'd like to raise.
what is RAG and how it's implemented as of now I completed exploring custom_prompt_template and want to know more about RAG?
### Suggestion:
_No response_
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Type: Bug
## Describe the issue
I have script that parses a pdf file. I ran it on a pdf file and it ran successfully but when I try to invoke a script on another pdf file, no option appears in t…
bzorn updated
6 months ago
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# Summary
In certain domains, such as text retrieval, a hybrid vector space is very desirable, consisting of both a dense and sparse components. Ideally, a system should efficiently perform a neare…
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We tried to use the code made publicly available by the authors of Zhang et al. (2023) but failed to execute them with the provided instructions. As a result, we implemented the RG approach by ourselv…
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#### Smaller organizations can enjoy the fruits of generative AI by combining small language models with retrieval augmented generation
**Commissioned** Being stuck in the middle is no fun. Just a…
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Motivation:
I want to be able to search on my static website and to able to generate new content from my search to augment the user experience.
Holistic Workflow:
- Perform an initial search
-…
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### Bug Description
`
(base) ubuntu@ubuntu:/mnt/sda/github/01yue/llama_index$ llamaindex-cli rag - files "./README.md"
usage: llamaindex-cli [-h] {rag,download-llamapack,download-llamadataset} ...
…