推理搜索因为key error而停止

InternLM / MindSearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

Apache License 2.0

5.16k stars 525 forks source link

这是mindsearch的思考：为了构建关于Gay-Lussac的搜索图，我们需要首先添加一个根节点来表示这个问题。然后，我们可以添加子节点来探索Gay-Lussac的生平、成就以及他在科学领域的具体贡献。


from ilagent.agents.python_web import WebSearchGraph
graph = WebSearchGraph()
graph.add_root_node(node_content="gay lussac", node_name="root")

# 添加关于Gay-Lussac生平的节点
graph.add_node(
    node_name="gay_lussac_biography",
    node_content="Gay-Lussac的生平是什么？")
graph.add_edge(start_node="root", end_node="gay_lussac_biography")

# 添加关于Gay-Lussac科学成就的节点
graph.add_node(
    node_name="gay_lussac_achievements",
    node_content="Gay-Lussac有哪些科学成就？")
graph.add_edge(start_node="root", end_node="gay_lussac_achievements")

# 添加关于Gay-Lussach在气体定律方面的贡献的节点
graph.add_node(
    node_name="gay_lussacs_gas_law_contributions",
    node_content="G Cay Lusssacs对气体定律有哪些贡献？")
graph.add_edge(start_node="root", end_node='g Cay Lusssacs对气体定律有哪些贡献')

# 获取这些节点的信息以进行进一步查询
biography_info = graph.node("gAY_LUSSAC_BIOGRAPHY")
achievements_info = graph.node("GAy_LUSSAC_ACHIEVEMENTS")
gaslaw_contributions_info = graph.node('GAy_LUSSSAC對氣體定律有什麼貢獻')

biography_info, achievements_info, gaslaw_contributions_info

这是后端返回的错误：INFO: 127.0.0.1:40602 - "POST /solve HTTP/1.1" 200 OK ERROR:root:Exception in sync_generator_wrapper: 'gAY_LUSSAC_BIOGRAPHY' Traceback (most recent call last): File "/www/wwwroot/xxx/search/mindsearch/app.py", line 90, in sync_generator_wrapper for response in agent(inputs, session_id=session_id): File "/www/wwwroot/xxx/search/mindsearch/agent/streaming.py", line 19, in call for response_message in self.forward(*message, session_id=session_id, **kwargs): File "/www/wwwroot/xxx/search/mindsearch/agent/mindsearch_agent.py", line 105, in forward for graph_exec in gen: File "/home/user/.local/lib/python3.12/site-packages/lagent/utils/util.py", line 138, in iter self.ret = yield from self.generator ^^^^^^^^^^^^^^^^^^^^^^^^^ File "/www/wwwroot/xxx/search/mindsearch/agent/graph.py", line 263, in run exec(command, global_dict, local_dict) File "", line 25, in File "/www/wwwroot/xxx/search/mindsearch/agent/graph.py", line 220, in node return self.nodes[node_name].copy()


KeyError: 'gAY_LUSSAC_BIOGRAPHY'     这看起来是internlm 2.5 7b 能力不行 在选择节点时出现文字大小写不一的问题 有时甚至单词都换了 导致key error

类似问题：为了构建一个有效的搜索图来回答关于 GitHub OAuth 的问题，我们需要将问题拆解为更具体的子问题。这些子问题将帮助我们逐步理解 GitHub OAuth 的各个方面。首先，我们将添加一个根节点来表示原始问题，然后添加几个子节点来探索 GitHub OAuth 的不同方面。 python from ilagent.agents.python_web import WebSearchGraph graph = WebSearchGraph() graph.add_root_node(node_content="github oauth", node_name="root") # 添加关于 GitHub OAuth 的基本信息查询节点 graph.add_node( node_name="github_oauth_info", node_content="GitHub OAuth 是什么？") graph.add_edge(start_node="root", end_node="github_oauth_info") # 添加关于 GitHub OAuth 的工作流程查询节点 graph.add_node( node_name="github_oauth_workflow", node_content="GitHub OAuth 的工作流程是怎样的？") graph.add_edge(start_node="root", end_node="github_oauth_workflow") # 添加关于如何使用 GitHub OAuth API 的查询节点 graph.add_node( node_name="use_github_oauth_api", node_content="如何使用 GitHub OAuth API？") graph.add_edge(start_node="root", end_node="use_github_oauth_api") # 显示当前搜索图的结构 print(graph.node("github_oauth_info")) print(graph.node("github_oauth_workflow")) print(graph.node("use_github_oath_api")) 后端： INFO: 127.0.0.1:47766 - "POST /solve HTTP/1.1" 200 OK {'content': 'GitHub OAuth 是什么？', 'type': 'searcher'} {'content': 'GitHub OAuth 的工作流程是怎样的？', 'type': 'searcher'} ERROR:root:Exception in sync_generator_wrapper: 'use_github_oath_api' Traceback (most recent call last): File "/www/wwwroot/xxx/search/mindsearch/app.py", line 90, in sync_generator_wrapper for response in agent(inputs, session_id=session_id): File "/www/wwwroot/xxx/search/mindsearch/agent/streaming.py", line 19, in call for response_message in self.forward(*message, session_id=session_id, **kwargs): File "/www/wwwroot/xxx/search/mindsearch/agent/mindsearch_agent.py", line 105, in forward for graph_exec in gen: File "/home/user/.local/lib/python3.12/site-packages/lagent/utils/util.py", line 138, in iter self.ret = yield from self.generator ^^^^^^^^^^^^^^^^^^^^^^^^^ File "/www/wwwroot/xxx/search/mindsearch/agent/graph.py", line 263, in run exec(command, global_dict, local_dict) File "", line 27, in File "/www/wwwroot/xxx/search/mindsearch/agent/graph.py", line 220, in node return self.nodes[node_name].copy()


KeyError: 'use_github_oath_api'

InternLM / MindSearch

推理搜索因为key error而停止 #256