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**Is your feature request related to a problem? Please describe.**
The document-based RAG feature shows a glimpse of how useful it can be. Unfortunately for most practical applications, data is not s…
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### Feature Description
Use original file names of files from s3 buckets instead of random names generated using tempfile and make S3Reader more useful.
### Reason
I am using S3Reader to read files…
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My code is here:
`import argparse
from typing import List, Tuple
from threading import Event, Thread
import torch
from optimum.intel.openvino import OVModelForCausalLM
from transformers import (…
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### Feature description
Allow the LanceDB and other Vector DB adapter to specify a "contextualize" or rolling window operation to join partitioned text chunks before applying the embedding function…
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I use the code with the example for @cl.on_chat_resume , the chat is OK
but I want to use the retrieval, can you give an example?
I use the code with langchain example ,but fail!
t…
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## 问题描述
按照项目中的 Windows 说明按步骤执行过程中,遇到了问题。
### 环境信息
- 操作系统:Windows 11
- 开发工具:VSCode
- Python 版本:3.9.12
- llama-index 版本:0.9.39
### 执行步骤列表
0. clone项目到本地。
1. 使用 .venv 创建虚拟环境——Python 版本…
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### The Feature
Please add JSON document parsing and uploading into SUPABASE feature... JSON enables metadata to be attached to each chunk of text (as compared to each document).
https://python…
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### Bug Description
I was following the cookbook (https://github.com/stanfordnlp/dspy/blob/main/examples/llamaindex/dspy_llamaindex_rag.ipynb) but changed the LLM and embeddings model to non-OpenAI m…
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### Description:
Currently, when running a Haystack 2.x pipeline, we have to specify a component that has a certain input slot explicitly. For example:
```python
query_dict = {"query": "What's …
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
I want to create RAG on Urdu dataset. I am already using the Llama index for English doc…