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fa611192c8
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e69b83694c
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64acdb29b2
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d148b95534 | ||
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9171248ae6
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@@ -15,12 +15,12 @@ jobs:
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- name: Install dependencies
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shell: bash
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run: |
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apt update && apt upgrade -y
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apt install rustc cargo python-is-python3 pip python3-venv python3-virtualenv libmagic-dev git -y
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virtualenv .venv
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apt update -qq
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apt install -y -qq python-is-python3 pip python3-venv libmagic-dev git
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python -m venv .venv
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source .venv/bin/activate
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pip install --upgrade pip
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pip install -r requirements.txt
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pip install --upgrade pip -q
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pip install -r requirements.txt --prefer-binary -q
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git config --global user.name "Blog Creator"
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git config --global user.email "ridgway.infrastructure@gmail.com"
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git config --global push.autoSetupRemote true
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@@ -1,4 +1,5 @@
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ollama
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httpx
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trilium-py
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gitpython
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PyGithub
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@@ -17,14 +17,19 @@ journalist draft is chunked, embedded, and stored in a collection; the editor
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receives the top-N most relevant chunks as context.
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"""
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from __future__ import annotations
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import json
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import os
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import random
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import re
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import string
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from datetime import datetime
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:
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import chromadb # noqa: F811
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import chromadb
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from crewai.flow.flow import Flow, listen, start
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from ollama import Client
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from pydantic import BaseModel, ConfigDict
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@@ -85,7 +90,21 @@ class BlogFlow(Flow[BlogFlowState]):
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)
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@staticmethod
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def _get_chroma_client() -> chromadb.HttpClient:
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def _get_chroma_client() -> "chromadb.HttpClient":
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# Lazily import chromadb here rather than at module level.
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# chromadb unconditionally loads hnswlib (a native C++ library
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# compiled with AVX instructions) even when using HttpClient
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# to talk to an external ChromaDB server. Deferring the import
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# avoids "Illegal instruction" (SIGILL) crashes in environments
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# that lack AVX support (e.g. act, older CI runners).
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try:
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import chromadb
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except ImportError as exc:
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raise RuntimeError(
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"chromadb is required for the editor phase but could not be "
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f"imported: {exc}"
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) from exc
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chroma_port = int(os.environ["CHROMA_PORT"])
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return chromadb.HttpClient(host=os.environ["CHROMA_HOST"], port=chroma_port)
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@@ -127,7 +146,7 @@ class BlogFlow(Flow[BlogFlowState]):
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print(f"Error generating embeddings: {exc}")
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return []
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def _load_drafts_to_vector_db(self, drafts: list[str]) -> chromadb.Collection:
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def _load_drafts_to_vector_db(self, drafts: list[str]) -> "chromadb.Collection":
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"""Load journalist drafts into a new ChromaDB collection and return it."""
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chroma = self._get_chroma_client()
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collection_name = (
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@@ -165,7 +184,7 @@ class BlogFlow(Flow[BlogFlowState]):
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return collection
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@staticmethod
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def _query_vector_db(collection: chromadb.Collection, query_text: str) -> str:
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def _query_vector_db(collection: "chromadb.Collection", query_text: str) -> str:
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"""Query the ChromaDB collection and return the most relevant
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document chunks joined as a single string."""
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ollama_client = BlogFlow._get_ollama_client()
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@@ -140,8 +140,8 @@ class OllamaGenerator:
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)
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return response["message"]["content"]
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# Retry mechanism with 30-minute timeout (same as the original)
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timeout_seconds = 30 * 60
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# Retry mechanism with 60-minute timeout (bumped for large context models)
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timeout_seconds = 60 * 60
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max_retries = 3
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for attempt in range(max_retries):
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@@ -4,17 +4,25 @@ Custom CrewAI tool that wraps Ollama's native web search API.
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This tool allows CrewAI agents to perform web searches using an Ollama
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subscription instead of third-party services like Serper or EXA.
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Uses direct HTTP requests via httpx with explicit Authorization: Bearer
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header to ensure the OLLAMA_API_KEY is properly passed to the Ollama cloud
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API endpoint (https://ollama.com/api/web_search).
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Requires:
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- Ollama Python library: pip install ollama
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- httpx library: pip install httpx (already a transitive dependency of crewai)
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- OLLAMA_API_KEY environment variable set with your Ollama API key
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Reference: https://docs.ollama.com/capabilities/web-search
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"""
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import os
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import ollama
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import httpx
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from crewai.tools import BaseTool
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from pydantic import BaseModel, Field
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OLLAMA_WEB_SEARCH_URL = "https://ollama.com/api/web_search"
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class OllamaWebSearchInput(BaseModel):
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"""Input schema for OllamaWebSearchTool."""
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@@ -42,6 +50,10 @@ class OllamaWebSearchTool(BaseTool):
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The tool requires an Ollama subscription and the OLLAMA_API_KEY environment
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variable to be set.
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Authentication is handled by sending the OLLAMA_API_KEY as a Bearer token
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in the Authorization header, as documented at:
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https://docs.ollama.com/capabilities/web-search
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Example usage:
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from ai_generators.tools.ollama_web_search_tool import OllamaWebSearchTool
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@@ -65,6 +77,9 @@ class OllamaWebSearchTool(BaseTool):
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"""
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Execute a web search and return formatted results.
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Makes a POST request to https://ollama.com/api/web_search with the
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OLLAMA_API_KEY as a Bearer token in the Authorization header.
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Args:
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query: The search query string
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max_results: Maximum number of results to return (1-10)
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@@ -72,16 +87,40 @@ class OllamaWebSearchTool(BaseTool):
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Returns:
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Formatted string with search results, each containing title, URL, and content
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"""
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api_key = os.environ.get("OLLAMA_API_KEY")
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if not api_key:
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return (
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"Error: OLLAMA_API_KEY environment variable is not set. "
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"Please set your Ollama API key."
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)
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try:
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# Ensure API key is set
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if not os.environ.get("OLLAMA_API_KEY"):
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return "Error: OLLAMA_API_KEY environment variable is not set. Please set your Ollama API key."
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response = httpx.post(
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OLLAMA_WEB_SEARCH_URL,
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json={"query": query, "max_results": max_results},
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headers={
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"Authorization": f"Bearer {api_key}",
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"Content-Type": "application/json",
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},
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timeout=60.0,
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)
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# Perform the web search
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response = ollama.web_search(query=query, max_results=max_results)
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# Raise for HTTP errors so we can catch them with specific messages
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if response.status_code == 401:
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return (
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"Authentication error: OLLAMA_API_KEY was rejected. "
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"Your key may be invalid or expired. Please verify it at "
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"https://ollama.com/settings/keys"
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)
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if response.status_code == 429:
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return (
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"Rate limit exceeded: Too many search requests. "
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"Please wait a moment and try again."
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)
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response.raise_for_status()
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# Extract and format results
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results = response.get("results", [])
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data = response.json()
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results = data.get("results", [])
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if not results:
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return f"No search results found for query: '{query}'"
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@@ -98,27 +137,20 @@ class OllamaWebSearchTool(BaseTool):
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return "\n".join(formatted_results)
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except Exception as exc:
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return f"Error performing web search: {exc}"
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def _handle_exception(self, exc: Exception) -> str:
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"""Handle exceptions gracefully and return a user-friendly error message."""
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error_message = str(exc)
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# Check for common error types
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if "authentication" in error_message.lower() or "401" in error_message:
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except httpx.TimeoutException:
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return (
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"Authentication error: Your OLLAMA_API_KEY may be invalid or expired. "
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"Please check your API key and ensure it's set correctly in the environment."
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"Timeout error: The web search request timed out. "
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"Please try again with a simpler query."
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)
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elif "rate limit" in error_message.lower() or "429" in error_message:
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return "Rate limit exceeded: Too many search requests. Please wait a moment and try again."
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elif (
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"network" in error_message.lower() or "connection" in error_message.lower()
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):
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except httpx.ConnectError:
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return (
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"Network error: Unable to connect to Ollama's web search service. "
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"Please check your internet connection and try again."
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)
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else:
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return f"Search failed: {error_message}"
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except httpx.HTTPStatusError as exc:
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return (
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f"HTTP error {exc.response.status_code} from Ollama web search API: "
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f"{exc.response.text}"
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)
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except Exception as exc:
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return f"Error performing web search: {exc}"
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@@ -42,7 +42,7 @@ class GitRepository:
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print(f"Cloning failed: {e}")
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return False
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def fetch(self, remote_name="origin", ref_name="main"):
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def fetch(self, remote_name="origin", ref_name="master"):
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"""Fetch updates from a remote repository with authentication"""
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try:
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self.repo.remotes[remote_name].fetch(ref_name=ref_name)
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@@ -51,7 +51,7 @@ class GitRepository:
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print(f"Fetching failed: {e}")
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return False
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def pull(self, remote_name="origin", ref_name="main"):
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def pull(self, remote_name="origin", ref_name="master"):
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"""Pull updates from a remote repository with authentication"""
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print("Pulling Latest Updates (if any)")
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try:
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@@ -93,8 +93,8 @@ class GitRepository:
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self.repo.git.checkout(title)
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self.pull(ref_name=title)
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else:
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# New branch, create from main
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self.repo.git.checkout("-b", title, "origin/main")
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# New branch, create from master
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self.repo.git.checkout("-b", title, "origin/master")
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# Ensure destination directory exists
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dest_dir = f"{self.repo_path}src/content/"
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Reference in New Issue
Block a user