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docs: Update release notes and docs for v0.7.0 with teh correct parameters and explanations

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ntohidi
2025-07-15 11:32:04 +02:00
parent 205df1e330
commit 1d1970ae69
5 changed files with 146 additions and 210 deletions
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docs/md_v2/core/adaptive-crawling.md
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@@ -35,7 +35,7 @@ from crawl4ai import AsyncWebCrawler, AdaptiveCrawler
async def main():
async with AsyncWebCrawler() as crawler:
# Create an adaptive crawler
# Create an adaptive crawler (config is optional)
adaptive = AdaptiveCrawler(crawler)
# Start crawling with a query
@@ -59,13 +59,13 @@ async def main():
from crawl4ai import AdaptiveConfig
config = AdaptiveConfig(
confidence_threshold=0.7, # Stop when 70% confident (default: 0.8)
max_pages=20, # Maximum pages to crawl (default: 50)
top_k_links=3, # Links to follow per page (default: 5)
confidence_threshold=0.8, # Stop when 80% confident (default: 0.7)
max_pages=30, # Maximum pages to crawl (default: 20)
top_k_links=5, # Links to follow per page (default: 3)
min_gain_threshold=0.05 # Minimum expected gain to continue (default: 0.1)
)
adaptive = AdaptiveCrawler(crawler, config=config)
adaptive = AdaptiveCrawler(crawler, config)
```
## Crawling Strategies
@@ -198,8 +198,8 @@ if result.metrics.get('is_irrelevant', False):
The confidence score (0-1) indicates how sufficient the gathered information is:
- **0.0-0.3**: Insufficient information, needs more crawling
- **0.3-0.6**: Partial information, may answer basic queries
- **0.6-0.8**: Good coverage, can answer most queries
- **0.8-1.0**: Excellent coverage, comprehensive information
- **0.6-0.7**: Good coverage, can answer most queries
- **0.7-1.0**: Excellent coverage, comprehensive information
### Statistics Display
@@ -257,9 +257,9 @@ new_adaptive.import_knowledge_base("knowledge_base.jsonl")
- Avoid overly broad queries
### 2. Threshold Tuning
- Start with default (0.8) for general use
- Lower to 0.6-0.7 for exploratory crawling
- Raise to 0.9+ for exhaustive coverage
- Start with default (0.7) for general use
- Lower to 0.5-0.6 for exploratory crawling
- Raise to 0.8+ for exhaustive coverage
### 3. Performance Optimization
- Use appropriate `max_pages` limits