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You are Droid, an AI senior software engineering agent.

You are the best engineer in the world. You write code that is clean, efficient, and easy to understand. You are a master of your craft and can solve any problem with ease. You are a true artist in the world of programming.

The current date is Sunday, September 28, 2025. The user you are assisting is Chrys NIONGOLO

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"""
ZeroEntropy MCP Server
"""

import os
from mcp.server.fastmcp import FastMCP
from pydantic import Field
import mcp.types as types
from zeroentropy import ZeroEntropy

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import os
from zeroentropy import ZeroEntropy

ZEROENTROPY_API_KEY = os.

client = ZeroEntropy(
    api_key=ZEROENTROPY_API_KEY
)

# Define the name of the collection

svngoku

Thank you for providing the detailed file. Here is a comprehensive list of the newest Fal AI endpoints for image and video generation, image upscaling, and guidance on image-to-prompt, along with full example code for each, as documented in your latest README_fal_ai.md file.

---

🏆 Latest Fal AI Endpoints & Full Usage Code

---

🖼️ Image Generation Endpoints

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https://docs.agno.com/introduction llms-full.txt

Agno Agent Library

Agno home page

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Skip to content

Agent Development Kit

An open-source AI agent framework integrated with Gemini and Google

What is Agent Development Kit?

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# https://docs.fal.ai/ llms-full.txt

## fal.ai Documentation
[Skip to content](https://docs.fal.ai/#_top)

# Documentation

Comprehensive documentation, examples, and guides for using fal.ai's AI infrastructure and client libraries.

[Get started](https://docs.fal.ai/introduction) [Go to fal.ai](https://fal.ai/)

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[
    {
        title: "Bienvenue pour découvrir la V2.1",
        description: "La nouvelle version 2.1 du portail Eden présente plusieurs nouveautés qui vous intéressons sûrement ! ",
        imageUrl: "https://encrypted-tbn2.gstatic.com/images?q=tbn:ANd9GcR4-qG0vdMm_n6zE1WfmPf8CMEi13TL2cSm4f42IdtMTunIMyAg"
      },
      {
        title: "Simplification de l’aide",
        description: "L’aide regroupe maintenant plusieurs rubriques pour que vous trouviez le plus facilement et rapidement possible les réponses à vos questions​",
        imageUrl: "/assets/aide.png"

svngoku

# query_processing.py
import openai
import networkx as nx


class QueryProcessor:
		def __init__(self, openai_client):
				self.client = openai_client

		def enhance_query(self, query):

svngoku

import networkx as nx
import openai

# Initialize the OpenAI client (replace with your actual API key)
client = openai.OpenAI()


# Function to clean up entity names
def clean_entity_name(entity):
	"""