diff --git a/examples/gemini-2.0-web-extractor/gemini-2.0-web-extractor.py b/examples/gemini-2.0-web-extractor/gemini-2.0-web-extractor.py index 69fd7e51..97675799 100644 --- a/examples/gemini-2.0-web-extractor/gemini-2.0-web-extractor.py +++ b/examples/gemini-2.0-web-extractor/gemini-2.0-web-extractor.py @@ -24,6 +24,7 @@ client = genai.Client(api_key=os.getenv("GOOGLE_API_KEY")) firecrawl_api_key = os.getenv("FIRECRAWL_API_KEY") serp_api_key = os.getenv("SERP_API_KEY") +# Add this debug print (remember to remove it before committing) if not firecrawl_api_key: print(f"{Colors.RED}Warning: FIRECRAWL_API_KEY not found in environment variables{Colors.RESET}") @@ -31,11 +32,7 @@ def search_google(query): """Search Google using SerpAPI and return top results.""" print(f"{Colors.YELLOW}Searching Google for '{query}'...{Colors.RESET}") search = GoogleSearch({"q": query, "api_key": serp_api_key}) - results = search.get_dict().get("organic_results", []) - - if results: - print("Finding Results...") - return results + return search.get_dict().get("organic_results", []) def select_urls_with_gemini(company, objective, serp_results): """ @@ -43,61 +40,55 @@ def select_urls_with_gemini(company, objective, serp_results): Returns a list of URLs. """ try: - print(f"{Colors.CYAN}Processing {len(serp_results)} search results...{Colors.RESET}") - serp_data = [{"title": r.get("title"), "link": r.get("link"), "snippet": r.get("snippet")} for r in serp_results if r.get("link")] - - print(f"{Colors.CYAN}Prepared {len(serp_data)} valid results for processing{Colors.RESET}") prompt = ( - "You are a URL selector that always responds with valid JSON. You select URLs from the SERP results relevant to the company and objective. Your response must be a JSON object with a 'selected_urls' array property containing strings.\n\n" + "Task: Select relevant URLs from search results.\n\n" + "Instructions:\n" + "1. Analyze the search results for information about the specified company\n" + "2. Select URLs that are most likely to contain the requested information\n" + "3. Return ONLY a JSON object with the following structure: {\"selected_urls\": [\"url1\", \"url2\"]}\n" + "4. Do not include social media links\n\n" f"Company: {company}\n" - f"Objective: {objective}\n" - f"SERP Results: {json.dumps(serp_data)}\n\n" - "Return a JSON object with a property 'selected_urls' that contains an array " - "of URLs most likely to help meet the objective. Add a /* to the end of the URL if you think it should search all of the pages in the site. Do not return any social media links. For example: {\"selected_urls\": [\"https://example.com\", \"https://example2.com\"]}" + f"Information Needed: {objective}\n" + f"Search Results: {json.dumps(serp_data, indent=2)}\n\n" + "Response Format: {\"selected_urls\": [\"https://example.com\", \"https://example2.com\"]}" ) - print(f"{Colors.CYAN}Calling Gemini API...{Colors.RESET}") - response = client.models.generate_content( model="gemini-2.0-flash", contents=prompt - ) + ) - # Get response text and clean it up - response_text = response.text.strip() - - # Remove markdown code block if present - if response_text.startswith('```'): - response_text = response_text.split('\n', 1)[1] # Remove first line - if response_text.endswith('```'): - response_text = response_text.rsplit('\n', 1)[0] # Remove last line - if response_text.startswith('json'): - response_text = response_text.split('\n', 1)[1] # Remove "json" line - - response_text = response_text.strip() + # Clean the response text + cleaned_response = response.text.strip() + if cleaned_response.startswith('```'): + cleaned_response = cleaned_response.split('```')[1] + if cleaned_response.startswith('json'): + cleaned_response = cleaned_response[4:] + cleaned_response = cleaned_response.strip() try: - result = json.loads(response_text) + # Parse JSON response + result = json.loads(cleaned_response) if isinstance(result, dict) and "selected_urls" in result: urls = result["selected_urls"] else: - urls = [line.strip() for line in response_text.split('\n') + # Fallback to text parsing + urls = [line.strip() for line in cleaned_response.split('\n') if line.strip().startswith(('http://', 'https://'))] except json.JSONDecodeError: - print(f"{Colors.YELLOW}Failed to parse JSON, falling back to text parsing{Colors.RESET}") - # If JSON parsing fails, fall back to text parsing - urls = [line.strip() for line in response_text.split('\n') + # Fallback to text parsing + urls = [line.strip() for line in cleaned_response.split('\n') if line.strip().startswith(('http://', 'https://'))] - # Clean up URLs - remove wildcards and trailing slashes + # Clean up URLs cleaned_urls = [url.replace('/*', '').rstrip('/') for url in urls] cleaned_urls = [url for url in cleaned_urls if url] if not cleaned_urls: - print(f"{Colors.YELLOW}No valid URLs found.{Colors.RESET}") + print(f"{Colors.YELLOW}No valid URLs found in response.{Colors.RESET}") return [] print(f"{Colors.CYAN}Selected URLs for extraction:{Colors.RESET}") @@ -111,11 +102,6 @@ def select_urls_with_gemini(company, objective, serp_results): return [] def extract_company_info(urls, prompt, company, api_key): - if not api_key: - print(f"{Colors.RED}Error: Firecrawl API key is missing or invalid{Colors.RESET}") - return None - - """Use requests to call Firecrawl's extract endpoint with selected URLs.""" print(f"{Colors.YELLOW}Extracting structured data from the provided URLs using Firecrawl...{Colors.RESET}") @@ -161,13 +147,15 @@ def extract_company_info(urls, prompt, company, api_key): print(f"{Colors.RED}Failed to extract data: {e}{Colors.RESET}") return None -def poll_firecrawl_result(extraction_id, api_key, interval=5, max_attempts=36): +def poll_firecrawl_result(extraction_id, api_key, interval=10, max_attempts=60): """Poll Firecrawl API to get the extraction result.""" url = f"https://api.firecrawl.dev/v1/extract/{extraction_id}" headers = { 'Authorization': f'Bearer {api_key}' } + print(f"{Colors.YELLOW}Waiting for extraction to complete...{Colors.RESET}") + for attempt in range(1, max_attempts + 1): try: response = requests.get(url, headers=headers, timeout=30) @@ -179,16 +167,21 @@ def poll_firecrawl_result(extraction_id, api_key, interval=5, max_attempts=36): print(json.dumps(data['data'], indent=2)) return data['data'] elif data.get('success') and not data.get('data'): + if attempt % 6 == 0: # Show progress every minute + print(f"{Colors.YELLOW}Still processing... (attempt {attempt}/{max_attempts}){Colors.RESET}") time.sleep(interval) else: print(f"{Colors.RED}API Error: {data.get('error', 'No error message provided')}{Colors.RESET}") return None - except requests.exceptions.RequestException: + except requests.exceptions.RequestException as e: + print(f"{Colors.RED}Request error: {str(e)}{Colors.RESET}") return None - except json.JSONDecodeError: + except json.JSONDecodeError as e: + print(f"{Colors.RED}JSON parsing error: {str(e)}{Colors.RESET}") return None - except Exception: + except Exception as e: + print(f"{Colors.RED}Unexpected error: {str(e)}{Colors.RESET}") return None print(f"{Colors.RED}Max polling attempts reached. Extraction did not complete in time.{Colors.RESET}") @@ -198,13 +191,11 @@ def main(): company = input(f"{Colors.BLUE}Enter the company name: {Colors.RESET}") objective = input(f"{Colors.BLUE}Enter what information you want about the company: {Colors.RESET}") - # Make the search query more specific serp_results = search_google(f"{company}") if not serp_results: print(f"{Colors.RED}No search results found.{Colors.RESET}") return - # Use Gemini 2.0 Flash for URL selection selected_urls = select_urls_with_gemini(company, objective, serp_results) if not selected_urls: