Zeeland

stream mode supports output schema

2

## 🚀 Feature Request Now pne cannot use stream + output_schema. For example: ```python import pne from pydantic import BaseModel class LLMResponse(BaseModel): content: str = Field(..., description="LLM response content") response...

## 🚀 Feature Request promptulate need cache for LLM generating. Having a cache means that the large model output is used on the first input, and the output is cached,...

Add retry mechanism to LLMFactory and BaseLLM

1

Related to #651 Add retry mechanism to `LLMFactory` and `LiteLLM` classes to increase robustness. * **LLMFactory**: - Add `max_retry` parameter to `LLMFactory.build` method in `promptulate/llms/factory.py`. - Pass `max_retry` parameter to...

## Paper Introduction Autonomous agents powered by language models (LMs) have demonstrated promise in their ability to perform decision-making tasks such as web automation. However, a fundamental challenge remains: LMs,...

[use cases] Vertical RAG search + streamlit

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## 🚀 Feature Request 使用 streamlit 构建一个基于 web 的 AI 搜索引擎，拥有以下能力： - 输出结果可以有 reference - 输出“猜你想问” ---- ## References 1 实现垂类 AI 搜索引擎 SOP👇 # 确定三个核心问题： 1. source list 从哪些地方检索数据...

## 🚀 Feature Request With reference to phidata, pne need to constructe a LLM OS case.  ref: https://github.com/phidatahq/phidata/tree/main/cookbook/llm_os

[use cases] fork EmbedAI

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## 🚀 Feature Request [EmbedAI](https://www.thesamur.ai/) can create a embed chatbot into your documentation. Our docs use EmbedAI to chat. It's also a great use case we can do.  

## 🚀 Feature Request Add embedding model support like litellm. Eg usage: ```python import pne pne.embedding( model="embed-english-v3.0", input=["good morning from litellm", "this is another item"], input_type="search_document" # optional param for...

[use cases] LlamaParse KG Agent

1

## 🚀 Feature Request  ref: - https://github.com/run-llama/llama_parse/blob/main/examples/knowledge_graphs/kg_agent.ipynb - https://x.com/kfhedRk3lXofRIB/status/1798761214757187865

## 🚀 Feature Request Build a case to combine scrapegraph.