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feat: add ephemeral prefill messages and system prompt loading
- Implemented functionality to load ephemeral prefill messages from a JSON file, enhancing few-shot priming capabilities for the agent. - Introduced a mechanism to load an ephemeral system prompt from environment variables or configuration files, ensuring dynamic prompt adjustments at API-call time. - Updated the CLI and agent initialization to utilize the new prefill messages and system prompt, improving the overall interaction experience. - Enhanced configuration options with new environment variables for prefill messages and system prompts, allowing for greater customization without persistence.
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a183827128
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7 changed files with 218 additions and 36 deletions
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@ -159,7 +159,7 @@ async def process_content_with_llm(
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return processed_content
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except Exception as e:
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logger.error("Error processing content with LLM: %s", e)
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logger.debug("Error processing content with LLM: %s", e)
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return f"[Failed to process content: {str(e)[:100]}. Content size: {len(content):,} chars]"
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@ -318,7 +318,7 @@ async def _process_large_content_chunked(
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summaries.append(f"## Section {chunk_idx + 1}\n{summary}")
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if not summaries:
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logger.error("All chunk summarizations failed")
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logger.debug("All chunk summarizations failed")
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return "[Failed to process large content: all chunk summarizations failed]"
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logger.info("Got %d/%d chunk summaries", len(summaries), len(chunks))
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@ -532,7 +532,7 @@ def web_search_tool(query: str, limit: int = 5) -> str:
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except Exception as e:
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error_msg = f"Error searching web: {str(e)}"
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logger.error("%s", error_msg)
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logger.debug("%s", error_msg)
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debug_call_data["error"] = error_msg
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_debug.log_call("web_search_tool", debug_call_data)
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@ -673,7 +673,7 @@ async def web_extract_tool(
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})
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except Exception as scrape_err:
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logger.error("Error scraping %s: %s", url, scrape_err)
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logger.debug("Scrape failed for %s: %s", url, scrape_err)
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results.append({
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"url": url,
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"title": "",
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@ -799,7 +799,7 @@ async def web_extract_tool(
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except Exception as e:
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error_msg = f"Error extracting content: {str(e)}"
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logger.error("%s", error_msg)
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logger.debug("%s", error_msg)
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debug_call_data["error"] = error_msg
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_debug.log_call("web_extract_tool", debug_call_data)
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@ -892,7 +892,7 @@ async def web_crawl_tool(
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**crawl_params
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)
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except Exception as e:
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logger.error("Crawl API call failed: %s", e)
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logger.debug("Crawl API call failed: %s", e)
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raise
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pages: List[Dict[str, Any]] = []
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@ -1092,7 +1092,7 @@ async def web_crawl_tool(
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except Exception as e:
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error_msg = f"Error crawling website: {str(e)}"
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logger.error("%s", error_msg)
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logger.debug("%s", error_msg)
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debug_call_data["error"] = error_msg
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_debug.log_call("web_crawl_tool", debug_call_data)
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@ -1227,7 +1227,7 @@ WEB_SEARCH_SCHEMA = {
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WEB_EXTRACT_SCHEMA = {
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"name": "web_extract",
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"description": "Extract content from web page URLs. Pages under 5000 chars return raw content; larger pages are LLM-summarized and capped at ~5000 chars per page. Pages over 2M chars are refused. Use browser tools only when pages require interaction or dynamic content.",
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"description": "Extract content from web page URLs. Returns page content in markdown format. Pages under 5000 chars return full markdown; larger pages are LLM-summarized and capped at ~5000 chars per page. Pages over 2M chars are refused. If a URL fails or times out, use the browser tool to access it instead.",
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"parameters": {
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"type": "object",
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"properties": {
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