# Apr 3, 2026 Good night! 🌙 hi gemi, help me write the 3td function in uploaded .py file v_filelist.py, which is to make a list of files with abs path from a long string. the sample string is copy/pasted from cmd 'ls', so i can get a long string of file names, edit it and feed it to generate a full path file list. the skeleton is as follow: file_list_str =""" 01-network-manager-all.yaml clean_text.txt grub oolisttmp.sh 970772112453073646367000.txt day2 helpoc oolisttmp.yaml Dockerfile helpollama package.info.txt GEMINI.md docker.list red-bashrc LlmManager.kt draft24apr http-proxy.conf rust.vs.cpp.md a.dockerfile draft28apr.md ip.addr.txt rustGuess agents.debug kt.braindump.kt apr15.md lcmake """ def make_file_list_from_str(f_list_str: str, pwd: str ="./") -> list[str]: """ make a list of absolute path, file names chopped from the f_list_str """ pass # Apr 2, 2026 ## 2000 wow, the docker always give me hard hit, it started at last. let me know the next step. root@ailaba:~/searxng 59# cat < /etc/systemd/system/docker.service.d/http-proxy.conf [Service] Environment="HTTP_PROXY=http://10.12.88.1:9910" Environment="HTTPS_PROXY=http://10.12.88.1:9910" Environment="NO_PROXY=localhost,127.0.0.1,10.12.88.0/24" EOF root@ailaba:~/searxng 60# ping -c 3 google.com PING google.com (142.250.73.142) 56(84) bytes of data. ^C --- google.com ping statistics --- 3 packets transmitted, 0 received, 100% packet loss, time 2064ms root@ailaba:~/searxng 61# systemctl daemon-reload systemctl restart docker root@ailaba:~/searxng 63# ping -c 3 google.com PING google.com (142.250.73.142) 56(84) bytes of data. --- google.com ping statistics --- 3 packets transmitted, 0 received, 100% packet loss, time 2078ms root@ailaba:~/searxng 64# ping -c 3 github.com PING github.com (20.205.243.166) 56(84) bytes of data. 64 bytes from 20.205.243.166: icmp_seq=1 ttl=113 time=390 ms 64 bytes from 20.205.243.166: icmp_seq=2 ttl=113 time=94.3 ms 64 bytes from 20.205.243.166: icmp_seq=3 ttl=113 time=92.4 ms --- github.com ping statistics --- 3 packets transmitted, 3 received, 0% packet loss, time 6811ms rtt min/avg/max/mdev = 92.407/192.077/389.560/139.643 ms root@ailaba:~/searxng 65# cd /root/searxng docker-compose up -d Pulling searxng (docker.io/searxng/searxng:latest)... latest: Pulling from searxng/searxng c627676857b6: Pulling fs layer 193ab6a4f266: Downloading (3.2%) 1d04b458709d: Pulling fs layer 27cbb09d95c8: Pulling fs layer a2cb4142e177: Pulling fs layer ERROR: failed to copy: httpReadSeeker: failed open: failed to do request: Get "https://production.cloudflare.docker.com/registry-v2/docker/registry/v2/blobs/sha256/27/27cbb09d95c8a112ed53537d3288bf95bcdc7ad304ba8fe67b900f24cd117614/data?expires=1777726123&signature=PTPMHOv73iNhJ7Smxbc3YSg2zyE%3D&version=3": EOF root@ailaba:~/searxng 67# docker-compose up -d Pulling searxng (docker.io/searxng/searxng:latest)... latest: Pulling from searxng/searxng 27cbb09d95c8: Pull complete 193ab6a4f266: Pull complete a2cb4142e177: Pull complete 1d04b458709d: Pull complete c627676857b6: Pull complete Digest: sha256:189189aa5ffe9275eaa276bace4732fa64197c1c03f9f01003fa02a0585a766a Status: Downloaded newer image for searxng/searxng:latest Creating searxng ... done root@ailaba:~/searxng 68# ## 1904 Gemi, let's push the solution of web search for the bunker. searxng first. i want to test the search engine on lxc container 'ailaba', and if searxng want docker, we do docker on ailaba for it. Later, i plan to add a conda for 'ailaba' to meet the main stream dev. tools requirements. za@zaasus:~/tmp $ lxd list Error: unknown command "list" for "lxd" za@zaasus:~/tmp $ lxc list +--------+---------+---------------------+-----------------------------------------------+-----------+-----------+ | NAME | STATE | IPV4 | IPV6 | TYPE | SNAPSHOTS | +--------+---------+---------------------+-----------------------------------------------+-----------+-----------+ | ailaba | RUNNING | 10.12.88.184 (eth0) | fd42:33a6:812b:592e:216:3eff:fe88:84f9 (eth0) | CONTAINER | 0 | +--------+---------+---------------------+-----------------------------------------------+-----------+-----------+ za@zaasus:~/tmp $ getent group lxd |grep $USER lxd:x:121:za za@zaasus:~/tmp $ lxc info | grep -FA2 'instance_types' instance_types: - container - virtual-machine za@zaasus:~/tmp $ lxc info ailaba Name: ailaba Status: RUNNING Type: container Architecture: x86_64 PID: 5557 Created: 2026/04/28 09:47 HKT Last Used: 2026/05/02 01:05 HKT Resources: Processes: 67 Disk usage: root: 0B Disk total: root: 0B CPU usage: CPU usage (in seconds): 16 Memory usage: Memory (current): 251.27MiB Swap (current): 56.00KiB Network usage: eth0: Type: broadcast State: UP Host interface: veth1007987e MAC address: 00:16:3e:88:84:f9 MTU: 1500 Bytes received: 105.11kB Bytes sent: 78.66kB Packets received: 546 Packets sent: 877 IP addresses: inet: 10.12.88.184/24 (global) inet6: fd42:33a6:812b:592e:216:3eff:fe88:84f9/64 (global) inet6: fe80::216:3eff:fe88:84f9/64 (link) lo: Type: loopback State: UP MTU: 65536 Bytes received: 4.48kB Bytes sent: 4.48kB Packets received: 43 Packets sent: 43 IP addresses: inet: 127.0.0.1/8 (local) inet6: ::1/128 (local) za@zaasus:~/tmp $ lxc start ailaba Error: The instance is already running Try `lxc info --show-log ailaba` for more info za@zaasus:~/tmp $ lxc shell ailaba root@ailaba:~ 1# pwd /root root@ailaba:~ 2# ## 1707 thank you for the 3 web search approaches. who's doing the job of filling the parameters for the get_weather ? google's online gemini-2.5-flash-lite, or langchain? i guess it's google. this time it make a step forward to the correct answer, it shows: weather in Tokyo on 2026-05-02, the following is the updated script and results: $ cat ddgs.agent.py # pip install duckduckgo-search #from duckduckgo_search import DDGS from ddgs import DDGS from langchain.agents import create_agent from datetime import date # 1. We write a REAL tool that touches the internet def get_real_weather(city: str, date: str) -> str: """Use this tool to search the web for current weather in a given city.""" print(f"\n[Bunker Log: Searching the web for {city} weather...]\n") print("--- Testing Network Connection ---") try: with DDGS() as ddgs: # Asking for just 1 result to test the pipe results = ddgs.text(f"weather in {city} on {date}", max_results=1) if results: print("SUCCESS! The wall is breached. Data received:") print(results[0]['body']) return results[0]['body'] else: return """FAILED: Connection went through, but DuckDuckGo returned nothing (Possible rate-limit or proxy block).""" except Exception as e: print(f"FAILED: Network crashed. Error: {e}") return f"FAILED: Network crashed. Error: {e}" # 2. We hand our real tool to the agent agent = create_agent( model="google_genai:gemini-2.5-flash-lite", tools=[get_real_weather], system_prompt="""You are a helpful assistant. Always use your tools to answer questions about today's weather.""", ) today = str(date.today()) content = f"What's the actual weather in Tokyo, {today}?" # 3. Trigger the agent result = agent.invoke( {"messages": [{"role": "user", "content": content}]} ) print("\n--- Final Agent Response ---") print(result["messages"][-1].content) za@zaasus:~/dev/orchestration $ za@zaasus:~/dev/orchestration $ uv run ddgs.agent.py [Bunker Log: Searching the web for Tokyo weather...] --- Testing Network Connection --- SUCCESS! The wall is breached. Data received: Tokyo - Weather forecast for 14 days, information from meteorological stations, webcams, sunrise and sunset, wind and precipitation maps for this place. --- Final Agent Response --- The weather in Tokyo on 2026-05-02 will be a forecast for 14 days, with information from meteorological stations, webcams, sunrise and sunset, wind and precipitation maps. za@zaasus:~/dev/orchestration $ ## 1636 Should i think duckduckgo_search couldn't be renamed as ddgs? $ uv add duckduckgo-search Resolved 234 packages in 15.67s Prepared 3 packages in 44.31s Installed 3 packages in 3ms + duckduckgo-search==8.1.1 + lxml==6.1.0 + primp==1.2.3 za@zaasus:~/dev/orchestration $ uv run ddgs.agent.py [Bunker Log: Searching the web for Tokyo weather...] /home/za/dev/orchestration/ddgs.agent.py:12: RuntimeWarning: This package (`duckduckgo_search`) has been renamed to `ddgs`! Use `pip install ddgs` instead. with DDGS() as ddgs: --- Final Agent Response --- I am sorry, I cannot fulfill this request. The available tool couldn't retrieve the weather information for Tokyo. za@zaasus:~/dev/orchestration $ ## 1626 I'm wonderring if this example from langchain is helpful, how the tool, which is function get_weather(), even reach google's service and give correct result? could we make a script just websearch the weather? ## the ':latest' is not needed in h.py ? ollama know that there's only one model for it: embeddings = OllamaEmbeddings(model="nomic-embed-text") ```Bash $ uv run h.py /home/za/dev/orchestration/h.py:15: LangChainDeprecationWarning: The class `OllamaEmbeddings` was deprecated in LangChain 0.3.1 and will be removed in 1.0.0. An updated version of the class exists in the `langchain-ollama package and should be used instead. To use it run `pip install -U `langchain-ollama` and import as `from `langchain_ollama import OllamaEmbeddings``. embeddings = OllamaEmbeddings(model="nomic-embed-text") --- First run: Indexing ./chat-apr-11.md into new bunker --- Created a chunk of size 1179, which is longer than the specified 500 Created a chunk of size 785, which is longer than the specified 500 ... Created a chunk of size 767, which is longer than the specified 500 Created a chunk of size 662, which is longer than the specified 500 --- Bunker vectorstore ready --- za@zaasus:~/dev/orchestration $ $ #vim h.py $ $ uv run h.py --- Booting up ./nomic-v-bunker memory banks --- --- Bunker vectorstore ready --- za@zaasus:~/dev/orchestration $ ```