update

nuvolaris-presentations/.gitignore

@@ -0,0 +1,26 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+#
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+.DS_Store
+.*-version
+__pycache__/
+**/lab/deploy/
+.vscode/
+*/addr/
+node_modules/
+.git-hooks

nuvolaris-presentations/01-intro/__main__.py

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+#--kind python:default
+#--param OPENAI_API_KEY $OPENAI_API_KEY
+#--param OPENAI_API_HOST $OPENAI_API_HOST
+
+import chat
+
+def main(args):
+    #print(args)
+    ai = chat.Chat(args)
+    inp = args.get("input", "")
+    out = "Please provide some input"
+    if inp != "":
+        out = ai.ask(inp)
+
+    res = {
+        "output": out
+    }
+
+    html = f"<h1>{inp}</h1><p>{out}</p>"
+    res['html'] = html
+    return {
+        "body": res
+    }
+
+

nuvolaris-presentations/01-intro/chat.py

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+from openai import AzureOpenAI
+
+ROLE = "You are an helpful assistant"
+MODEL = "gpt-35-turbo"
+
+class Chat:
+
+    def __init__(self, args):
+        key = args.get("OPENAI_API_KEY")
+        host = args.get("OPENAI_API_HOST")
+        self.ai = AzureOpenAI(api_version="2023-12-01-preview", api_key=key, azure_endpoint=host)
+
+    def req(self, inp, role):
+        system = {"role": "system", "content": role }
+        user = {"role": "user", "content": inp}
+        request = [system, user]
+        return request
+
+    def ask(self, input, role=ROLE):
+        request = self.req(input, role)
+        comp = self.ai.chat.completions.create(model=MODEL, messages=request)
+        content = "ERROR"
+        if len(comp.choices) > 0:
+            content = comp.choices[0].message.content
+        return content

nuvolaris-presentations/01-intro/pres.md

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+---
+marp: true
+theme: gaia
+_class: lead
+paginate: true
+backgroundColor: #fff
+backgroundImage: url('https://marp.app/assets/hero-background.jpg')
+html: true
+style: |
+  .columns {
+    diplay: grid;
+    grid-template-columns: repeat(2, minmax(0,1fr));
+    gap: 1rem;
+  }
+---
+
+![bg left:40% 80%](./image/logo-full-transparent.png)
+
+# **Building a  Serverless LLM application**
+
+### using Nuvolaris and MastroGPT
+
+[email protected]
+
+---
+# Agenda
+
+- #### Nuvolaris & MastroGPT
+- #### Some Pyhton and VSCode tricks
+- #### Adding a new chat
+- #### Accessing to OpenAI
+- #### Interacting with a website
+
+![bg right:50% 90%](image/overview.png)
+
+---
+![bg](https://fakeimg.pl/1600x800/fff/000/?text=Architecture)
+
+---
+![bg](image/nuvolaris-architecture.png)
+
+---
+![bg 90%](image/nuvolaris-admin.png)
+
+---
+
+![bg 85%](image/nuvolaris-ide.png)
+
+---
+
+![bg 80%](image/nuvolaris-mastrogpt.png)
+
+
+---
+
+![bg](https://fakeimg.pl/1600x800/fff/000/?text=Python+Tricks)
+
+
+---
+
+# The Python Cli
+
+Using `ipython` with the required libraries
+
+```
+nuv -login https://nuvolaris.dev msciabarra
+nuv ide python cli
+```
+
+Use the env vars for the app:
+
+```python
+import os
+args = os.environ
+```
+
+---
+# VScode Keybinding `^+enter`
+
+- Open "keyboad shortcuts"
+- search **runSelectedTextInActiveTerminal**
+- assign `ˆ+Enter`
+
+
+---
+
+![bg](https://fakeimg.pl/1600x800/fff/000/?text=Adding+a+new+chat)
+
+---
+
+# Create a new chat
+
+- copy "examples/withreqs"
+
+- put `html-sanitizer` in `requirements`
+
+---
+# The new chat 
+
+```python
+inp = args.get("input", "")
+out = "Please provide some input"
+if inp != "":
+    out = inp[::-1]
+res = {
+  "output": out
+}
+return {
+    "body": res
+}
+```
+
+--- 
+# Adding to `mastrogpt/index.py`
+
+Adding the new chat to the index
+
+```python
+{
+    "name": "Search",
+    "url": "search/website"
+},
+```
+---
+
+# HTML Output
+
+```
+html = f"<h1>{inp}</h1><p>{out}</p>"
+res['html'] = html
+```
+
+---
+
+![bg](https://fakeimg.pl/1600x800/fff/000/?text=Accessing+OpenAI)
+
+---
+
+# class `Chat`
+
+```python
+from openai import AzureOpenAI
+
+ROLE = "You are an helpful assistant"
+MODEL = "gpt-35-turbo"
+
+class Chat:
+
+    def __init__(self, args):
+        key = args.get("OPENAI_API_KEY")
+        host = args.get("OPENAI_API_HOST")
+        self.ai = AzureOpenAI(api_version="2023-12-01-preview", api_key=key, azure_endpoint=host)
+
+```
+---
+
+# `Chat.ask`
+
+```python
+def ask(self, inp, role=ROLE):
+    system = {"role": "system", "content": role }
+    user = {"role": "user", "content": inp}
+    request = [system, user]
+    comp = self.ai.chat.completions.create(model=MODEL, messages=request)
+    content = "ERROR"
+    if len(comp.choices) > 0:
+        content = comp.choices[0].message.content
+    return content
+```
+

nuvolaris-presentations/README.md

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+<!--
+  ~ Licensed to the Apache Software Foundation (ASF) under one
+  ~ or more contributor license agreements.  See the NOTICE file
+  ~ distributed with this work for additional information
+  ~ regarding copyright ownership.  The ASF licenses this file
+  ~ to you under the Apache License, Version 2.0 (the
+  ~ "License"); you may not use this file except in compliance
+  ~ with the License.  You may obtain a copy of the License at
+  ~
+  ~   http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing,
+  ~ software distributed under the License is distributed on an
+  ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  ~ KIND, either express or implied.  See the License for the
+  ~ specific language governing permissions and limitations
+  ~ under the License.
+  ~
+-->
+# nuvolaris-training
+
+You need to 
+
+- Install the SF Mono font 
+- Install the Slides Extension
+- Associate the command "Terminal: Run Selected Text in Active Terminal" to "control-enter"
+- Open the folder 
+
+You are ready. 
+
+Remember those keys:
+
+- `control-shift-p` to enter in presentation mode
+- `control-shift-forward` and `control-shift-backward` to move
+- `control-j` to open/close the terminal
+

nuvolaris-presentations/build/README.md

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+# Build script for presentations
+
+- Marp CLI: `npm install --save-dev @marp-team/marp-cli`
+- IPython: `pip3 install ipython`
+
+# Presentation
+
+You can present with the VSCode Slides plugin.
+
+You need:
+
+- Install VS Code
+- Install on VS Code: Slides, 'GitHub Clean White' theme 
+- Install the SF Mono font
+- Associate the command "Terminal: Run Selected Text in Active Terminal" to "control-enter"
+
+Now, open the `pres` folder and enter in presentation mode.
+
+Remember those keys:
+
+- `control-shift-p` to enter in presentation mode
+- `control-shift-forward` and `control-shift-backward` to move
+- `control-j` to open/close the terminal
+

nuvolaris-presentations/build/build.sh

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+CUR=${1:?target file}
+if ! test -f "$CUR"
+then echo "$CUR does not exist" ; exit 1
+fi
+DIR=$(dirname "$CUR")
+rm -Rvf $DIR/pres
+rm -f $DIR/pres.pdf
+if ! test -e ~/.local/bin/ipython
+then python3 -m pip install ipython
+fi
+if ! test -e ~/node_modules/bin/marp
+then cd ~ ; npm install @marp-team/marp-cli ; cd -
+fi
+export PATH=~/.local/bin:~/node_modules/.bin:$PATH
+ipython convert.ipy $CUR

nuvolaris-presentations/build/convert.ipy

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+import re, sys, tempfile
+import random
+if len(sys.argv) < 2:
+    print("usage: <input>")
+    sys.exit() 
+input = sys.argv[1]
+file = input.split("/")[-1]
+dir = input[0:-len(file)]
+name =  file[0:-3]
+tmpdir = f"/tmp/convert{random.randint(1000,10000)}"
+outdir = f"{dir}/pres"
+!mkdir -p {tmpdir} {outdir}
+!marp --allow-local-files -o {tmpdir}/{name}  --images png {input}
+!marp --allow-local-files {input} -o {dir}/{name}.pdf --pdf
+
+def copy(src, dst):
+    !cp {src} {dst}
+    #pass
+
+def slurp_file(f, dst):
+    print("*** slurp_file")
+    with open(dst, "w") as out:
+        while True:
+            line = f.readline()
+            if line.rstrip() == '```': return
+            out.write(line)
+            #print(">>>", line)
+
+count = -1
+line = ""
+f = open(input, "r")
+
+while True:
+    line = f.readline()
+    if not line: break
+    line = line.rstrip()
+    if line != "---":
+        continue
+    count +=1
+    if count < 1: continue
+    prefix = f"{tmpdir}/{name}.%03d." % count
+    curr = "%spng" % prefix
+    #print(prefix)
+    line = f.readline()
+    if not line: break
+    if line.find("<!--!-->") != -1:
+        line = f.readline()
+    line = line.rstrip()
+    if line.startswith("![") and not line.find("(http"):
+        m = re.search('\((.*/(.*))\)', line)
+        src = f"{dir}/{m.group(1)}"
+        dst = f"{outdir}/{name}.%03d.png" % count
+        print("copy_img", src, dst)
+        copy(src,dst)
+    elif line.startswith('```'):
+        ext = line[3:]
+        dst = f"{outdir}/{name}.%03d.%s" % (count,ext)
+        print("slurp_file", dst )
+        slurp_file(f, dst)
+    else:
+        dst = f"{outdir}/{name}.%03d.png" % count
+        print("copy_file",curr,dst)
+        copy(curr[0:-4],dst)